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  <link:labelLink xlink:role="http://www.xbrl.org/2003/role/link" xlink:type="extended">
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    <link:label id="lab_us-gaap_ScheduleOfSegmentReportingInformationBySegmentTable_AA0D3864B51E3167345925D5104FDEF6_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfSegmentReportingInformationBySegmentTable_AA0D3864B51E3167345925D5104FDEF6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Segment Reporting Information, by Segment [Table]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfSegmentReportingInformationBySegmentTable_AA0D3864B51E3167345925D5104FDEF6_label_en-US" xlink:label="lab_us-gaap_ScheduleOfSegmentReportingInformationBySegmentTable_AA0D3864B51E3167345925D5104FDEF6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Segment Reporting Information, by Segment [Table]</link:label>
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    <link:label id="lab_us-gaap_StatementBusinessSegmentsAxis_C431682E79105263E8ED25D5104FEEC5_terseLabel_en-US" xlink:label="lab_us-gaap_StatementBusinessSegmentsAxis_C431682E79105263E8ED25D5104FEEC5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Segments [Axis]</link:label>
    <link:label id="lab_us-gaap_StatementBusinessSegmentsAxis_C431682E79105263E8ED25D5104FEEC5_label_en-US" xlink:label="lab_us-gaap_StatementBusinessSegmentsAxis_C431682E79105263E8ED25D5104FEEC5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Segments [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatementBusinessSegmentsAxis" xlink:label="loc_us-gaap_StatementBusinessSegmentsAxis_C431682E79105263E8ED25D5104FEEC5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StatementBusinessSegmentsAxis_C431682E79105263E8ED25D5104FEEC5" xlink:to="lab_us-gaap_StatementBusinessSegmentsAxis_C431682E79105263E8ED25D5104FEEC5" xlink:type="arc" />
    <link:label id="lab_us-gaap_SegmentDomain_A69A529C161663A522E625D5104F5E30_terseLabel_en-US" xlink:label="lab_us-gaap_SegmentDomain_A69A529C161663A522E625D5104F5E30" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Segments [Domain]</link:label>
    <link:label id="lab_us-gaap_SegmentDomain_A69A529C161663A522E625D5104F5E30_label_en-US" xlink:label="lab_us-gaap_SegmentDomain_A69A529C161663A522E625D5104F5E30" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Segments [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SegmentDomain" xlink:label="loc_us-gaap_SegmentDomain_A69A529C161663A522E625D5104F5E30" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SegmentDomain_A69A529C161663A522E625D5104F5E30" xlink:to="lab_us-gaap_SegmentDomain_A69A529C161663A522E625D5104F5E30" xlink:type="arc" />
    <link:label id="lab_jrvr_ExcessAndSurplusLinesMember_040080A9AE21C6E2378825D510509ABD_terseLabel_en-US" xlink:label="lab_jrvr_ExcessAndSurplusLinesMember_040080A9AE21C6E2378825D510509ABD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Excess and Surplus Lines</link:label>
    <link:label id="lab_jrvr_ExcessAndSurplusLinesMember_040080A9AE21C6E2378825D510509ABD_label_en-US" xlink:label="lab_jrvr_ExcessAndSurplusLinesMember_040080A9AE21C6E2378825D510509ABD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Excess And Surplus Lines [Member]</link:label>
    <link:label id="lab_jrvr_ExcessAndSurplusLinesMember_040080A9AE21C6E2378825D510509ABD_documentation_en-US" xlink:label="lab_jrvr_ExcessAndSurplusLinesMember_040080A9AE21C6E2378825D510509ABD" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information regarding excess and surplus lines segment.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_ExcessAndSurplusLinesMember" xlink:label="loc_jrvr_ExcessAndSurplusLinesMember_040080A9AE21C6E2378825D510509ABD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ExcessAndSurplusLinesMember_040080A9AE21C6E2378825D510509ABD" xlink:to="lab_jrvr_ExcessAndSurplusLinesMember_040080A9AE21C6E2378825D510509ABD" xlink:type="arc" />
    <link:label id="lab_jrvr_SpecialtyAdmittedInsuranceMember_3AB0EA9663284164099F25D510509762_terseLabel_en-US" xlink:label="lab_jrvr_SpecialtyAdmittedInsuranceMember_3AB0EA9663284164099F25D510509762" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Specialty Admitted Insurance</link:label>
    <link:label id="lab_jrvr_SpecialtyAdmittedInsuranceMember_3AB0EA9663284164099F25D510509762_label_en-US" xlink:label="lab_jrvr_SpecialtyAdmittedInsuranceMember_3AB0EA9663284164099F25D510509762" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Specialty Admitted Insurance [Member]</link:label>
    <link:label id="lab_jrvr_SpecialtyAdmittedInsuranceMember_3AB0EA9663284164099F25D510509762_documentation_en-US" xlink:label="lab_jrvr_SpecialtyAdmittedInsuranceMember_3AB0EA9663284164099F25D510509762" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information regarding specialty admitted insurance.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_SpecialtyAdmittedInsuranceMember" xlink:label="loc_jrvr_SpecialtyAdmittedInsuranceMember_3AB0EA9663284164099F25D510509762" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_SpecialtyAdmittedInsuranceMember_3AB0EA9663284164099F25D510509762" xlink:to="lab_jrvr_SpecialtyAdmittedInsuranceMember_3AB0EA9663284164099F25D510509762" xlink:type="arc" />
    <link:label id="lab_jrvr_CasualtyReinsuranceMember_DDD2A017D76180802F8125D51050243E_terseLabel_en-US" xlink:label="lab_jrvr_CasualtyReinsuranceMember_DDD2A017D76180802F8125D51050243E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Casualty Reinsurance</link:label>
    <link:label id="lab_jrvr_CasualtyReinsuranceMember_DDD2A017D76180802F8125D51050243E_label_en-US" xlink:label="lab_jrvr_CasualtyReinsuranceMember_DDD2A017D76180802F8125D51050243E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Casualty Reinsurance [Member]</link:label>
    <link:label id="lab_jrvr_CasualtyReinsuranceMember_DDD2A017D76180802F8125D51050243E_documentation_en-US" xlink:label="lab_jrvr_CasualtyReinsuranceMember_DDD2A017D76180802F8125D51050243E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information regarding casualty reinsurance.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_CasualtyReinsuranceMember" xlink:label="loc_jrvr_CasualtyReinsuranceMember_DDD2A017D76180802F8125D51050243E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_CasualtyReinsuranceMember_DDD2A017D76180802F8125D51050243E" xlink:to="lab_jrvr_CasualtyReinsuranceMember_DDD2A017D76180802F8125D51050243E" xlink:type="arc" />
    <link:label id="lab_us-gaap_CorporateAndOtherMember_2FD03E9A4FF96E2D7DAD25D510507BEF_terseLabel_en-US" xlink:label="lab_us-gaap_CorporateAndOtherMember_2FD03E9A4FF96E2D7DAD25D510507BEF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Corporate and other segment</link:label>
    <link:label id="lab_us-gaap_CorporateAndOtherMember_2FD03E9A4FF96E2D7DAD25D510507BEF_label_en-US" xlink:label="lab_us-gaap_CorporateAndOtherMember_2FD03E9A4FF96E2D7DAD25D510507BEF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Corporate and Other [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CorporateAndOtherMember" xlink:label="loc_us-gaap_CorporateAndOtherMember_2FD03E9A4FF96E2D7DAD25D510507BEF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CorporateAndOtherMember_2FD03E9A4FF96E2D7DAD25D510507BEF" xlink:to="lab_us-gaap_CorporateAndOtherMember_2FD03E9A4FF96E2D7DAD25D510507BEF" xlink:type="arc" />
    <link:label id="lab_us-gaap_SegmentReportingInformationLineItems_DD080336580B368BF6B625D510511332_terseLabel_en-US" xlink:label="lab_us-gaap_SegmentReportingInformationLineItems_DD080336580B368BF6B625D510511332" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Segment Reporting Information [Line Items]</link:label>
    <link:label id="lab_us-gaap_SegmentReportingInformationLineItems_DD080336580B368BF6B625D510511332_label_en-US" xlink:label="lab_us-gaap_SegmentReportingInformationLineItems_DD080336580B368BF6B625D510511332" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Segment Reporting Information [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SegmentReportingInformationLineItems" xlink:label="loc_us-gaap_SegmentReportingInformationLineItems_DD080336580B368BF6B625D510511332" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SegmentReportingInformationLineItems_DD080336580B368BF6B625D510511332" xlink:to="lab_us-gaap_SegmentReportingInformationLineItems_DD080336580B368BF6B625D510511332" xlink:type="arc" />
    <link:label id="lab_jrvr_UnderwritingProfitLossOfOperatingSegments_DF02925AE105FC80B4BD25D510516E10_terseLabel_en-US" xlink:label="lab_jrvr_UnderwritingProfitLossOfOperatingSegments_DF02925AE105FC80B4BD25D510516E10" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Underwriting profit of operating segments</link:label>
    <link:label id="lab_jrvr_UnderwritingProfitLossOfOperatingSegments_DF02925AE105FC80B4BD25D510516E10_label_en-US" xlink:label="lab_jrvr_UnderwritingProfitLossOfOperatingSegments_DF02925AE105FC80B4BD25D510516E10" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Underwriting Profit Loss Of Operating Segments</link:label>
    <link:label id="lab_jrvr_UnderwritingProfitLossOfOperatingSegments_DF02925AE105FC80B4BD25D510516E10_documentation_en-US" xlink:label="lab_jrvr_UnderwritingProfitLossOfOperatingSegments_DF02925AE105FC80B4BD25D510516E10" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">This element represents amount of underwriting Profit (loss) of operating segments.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_UnderwritingProfitLossOfOperatingSegments" xlink:label="loc_jrvr_UnderwritingProfitLossOfOperatingSegments_DF02925AE105FC80B4BD25D510516E10" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_UnderwritingProfitLossOfOperatingSegments_DF02925AE105FC80B4BD25D510516E10" xlink:to="lab_jrvr_UnderwritingProfitLossOfOperatingSegments_DF02925AE105FC80B4BD25D510516E10" xlink:type="arc" />
    <link:label id="lab_jrvr_OtherOperatingExpensesOfCorporateAndOtherSegment_0663CD7806FD5B079B0425D510516A45_negatedLabel_en-US" xlink:label="lab_jrvr_OtherOperatingExpensesOfCorporateAndOtherSegment_0663CD7806FD5B079B0425D510516A45" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Other operating expenses</link:label>
    <link:label id="lab_jrvr_OtherOperatingExpensesOfCorporateAndOtherSegment_0663CD7806FD5B079B0425D510516A45_label_en-US" xlink:label="lab_jrvr_OtherOperatingExpensesOfCorporateAndOtherSegment_0663CD7806FD5B079B0425D510516A45" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Operating Expenses Of Corporate And Other Segment</link:label>
    <link:label id="lab_jrvr_OtherOperatingExpensesOfCorporateAndOtherSegment_0663CD7806FD5B079B0425D510516A45_documentation_en-US" xlink:label="lab_jrvr_OtherOperatingExpensesOfCorporateAndOtherSegment_0663CD7806FD5B079B0425D510516A45" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents Other operating expenses of the Corporate and Other segment.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_OtherOperatingExpensesOfCorporateAndOtherSegment" xlink:label="loc_jrvr_OtherOperatingExpensesOfCorporateAndOtherSegment_0663CD7806FD5B079B0425D510516A45" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_OtherOperatingExpensesOfCorporateAndOtherSegment_0663CD7806FD5B079B0425D510516A45" xlink:to="lab_jrvr_OtherOperatingExpensesOfCorporateAndOtherSegment_0663CD7806FD5B079B0425D510516A45" xlink:type="arc" />
    <link:label id="lab_jrvr_UnderwritingProfitLoss_30E850F6B0D830E1009625D51051EB55_verboseLabel_en-US" xlink:label="lab_jrvr_UnderwritingProfitLoss_30E850F6B0D830E1009625D51051EB55" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Underwriting profit</link:label>
    <link:label id="lab_jrvr_UnderwritingProfitLoss_30E850F6B0D830E1009625D51051EB55_label_en-US" xlink:label="lab_jrvr_UnderwritingProfitLoss_30E850F6B0D830E1009625D51051EB55" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Underwriting Profit Loss</link:label>
    <link:label id="lab_jrvr_UnderwritingProfitLoss_30E850F6B0D830E1009625D51051EB55_documentation_en-US" xlink:label="lab_jrvr_UnderwritingProfitLoss_30E850F6B0D830E1009625D51051EB55" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the amount related to underwriting profit (loss) during the period.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_UnderwritingProfitLoss" xlink:label="loc_jrvr_UnderwritingProfitLoss_30E850F6B0D830E1009625D51051EB55" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_UnderwritingProfitLoss_30E850F6B0D830E1009625D51051EB55" xlink:to="lab_jrvr_UnderwritingProfitLoss_30E850F6B0D830E1009625D51051EB55" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetInvestmentIncome_5EFB95E5EAF42C1A2FC125D510520CC4_verboseLabel_en-US" xlink:label="lab_us-gaap_NetInvestmentIncome_5EFB95E5EAF42C1A2FC125D510520CC4" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Net investment income</link:label>
    <link:label id="lab_us-gaap_NetInvestmentIncome_5EFB95E5EAF42C1A2FC125D510520CC4_label_en-US" xlink:label="lab_us-gaap_NetInvestmentIncome_5EFB95E5EAF42C1A2FC125D510520CC4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Investment Income</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetInvestmentIncome" xlink:label="loc_us-gaap_NetInvestmentIncome_5EFB95E5EAF42C1A2FC125D510520CC4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetInvestmentIncome_5EFB95E5EAF42C1A2FC125D510520CC4" xlink:to="lab_us-gaap_NetInvestmentIncome_5EFB95E5EAF42C1A2FC125D510520CC4" xlink:type="arc" />
    <link:label id="lab_us-gaap_RealizedInvestmentGainsLosses_3BA478544510CB26597925D51052592E_verboseLabel_en-US" xlink:label="lab_us-gaap_RealizedInvestmentGainsLosses_3BA478544510CB26597925D51052592E" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Net realized investment (losses) gains</link:label>
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    <link:loc xlink:href="http://xbrl.sec.gov/country/2017/country-2017-01-31.xsd#country_US" xlink:label="loc_country_US_9E68A97EF043D1E72A8F25D50F5BE4C8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_country_US_9E68A97EF043D1E72A8F25D50F5BE4C8" xlink:to="lab_country_US_9E68A97EF043D1E72A8F25D50F5BE4C8" xlink:type="arc" />
    <link:label id="lab_country_BM_9DD6E47E94119D0C40EA25D50F5CF94A_terseLabel_en-US" xlink:label="lab_country_BM_9DD6E47E94119D0C40EA25D50F5CF94A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">BERMUDA</link:label>
    <link:label id="lab_country_BM_9DD6E47E94119D0C40EA25D50F5CF94A_label_en-US" xlink:label="lab_country_BM_9DD6E47E94119D0C40EA25D50F5CF94A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">BERMUDA</link:label>
    <link:loc xlink:href="http://xbrl.sec.gov/country/2017/country-2017-01-31.xsd#country_BM" xlink:label="loc_country_BM_9DD6E47E94119D0C40EA25D50F5CF94A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_country_BM_9DD6E47E94119D0C40EA25D50F5CF94A" xlink:to="lab_country_BM_9DD6E47E94119D0C40EA25D50F5CF94A" xlink:type="arc" />
    <link:label id="lab_dei_LegalEntityAxis_01ACE86BDFB67C6BF4C225D50F5C8745_terseLabel_en-US" xlink:label="lab_dei_LegalEntityAxis_01ACE86BDFB67C6BF4C225D50F5C8745" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Legal Entity [Axis]</link:label>
    <link:label id="lab_dei_LegalEntityAxis_01ACE86BDFB67C6BF4C225D50F5C8745_label_en-US" xlink:label="lab_dei_LegalEntityAxis_01ACE86BDFB67C6BF4C225D50F5C8745" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Legal Entity [Axis]</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_LegalEntityAxis" xlink:label="loc_dei_LegalEntityAxis_01ACE86BDFB67C6BF4C225D50F5C8745" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_LegalEntityAxis_01ACE86BDFB67C6BF4C225D50F5C8745" xlink:to="lab_dei_LegalEntityAxis_01ACE86BDFB67C6BF4C225D50F5C8745" xlink:type="arc" />
    <link:label id="lab_dei_EntityDomain_8C799320B4415966F90025D50F5C0D02_terseLabel_en-US" xlink:label="lab_dei_EntityDomain_8C799320B4415966F90025D50F5C0D02" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Entity [Domain]</link:label>
    <link:label id="lab_dei_EntityDomain_8C799320B4415966F90025D50F5C0D02_label_en-US" xlink:label="lab_dei_EntityDomain_8C799320B4415966F90025D50F5C0D02" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Entity [Domain]</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_EntityDomain" xlink:label="loc_dei_EntityDomain_8C799320B4415966F90025D50F5C0D02" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_EntityDomain_8C799320B4415966F90025D50F5C0D02" xlink:to="lab_dei_EntityDomain_8C799320B4415966F90025D50F5C0D02" xlink:type="arc" />
    <link:label id="lab_jrvr_JrgReinsuranceCompanyLtdMember_8D290E583B57D75AD27F25D50F5C97EF_terseLabel_en-US" xlink:label="lab_jrvr_JrgReinsuranceCompanyLtdMember_8D290E583B57D75AD27F25D50F5C97EF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">JRG Re</link:label>
    <link:label id="lab_jrvr_JrgReinsuranceCompanyLtdMember_8D290E583B57D75AD27F25D50F5C97EF_label_en-US" xlink:label="lab_jrvr_JrgReinsuranceCompanyLtdMember_8D290E583B57D75AD27F25D50F5C97EF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Jrg Reinsurance Company Ltd [Member]</link:label>
    <link:label id="lab_jrvr_JrgReinsuranceCompanyLtdMember_8D290E583B57D75AD27F25D50F5C97EF_documentation_en-US" xlink:label="lab_jrvr_JrgReinsuranceCompanyLtdMember_8D290E583B57D75AD27F25D50F5C97EF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents reinsurance subsidiary of the entity.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_JrgReinsuranceCompanyLtdMember" xlink:label="loc_jrvr_JrgReinsuranceCompanyLtdMember_8D290E583B57D75AD27F25D50F5C97EF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_JrgReinsuranceCompanyLtdMember_8D290E583B57D75AD27F25D50F5C97EF" xlink:to="lab_jrvr_JrgReinsuranceCompanyLtdMember_8D290E583B57D75AD27F25D50F5C97EF" xlink:type="arc" />
    <link:label id="lab_us-gaap_StatutoryAccountingPracticesLineItems_399C395AB15F92F2887F25D50F5D0045_terseLabel_en-US" xlink:label="lab_us-gaap_StatutoryAccountingPracticesLineItems_399C395AB15F92F2887F25D50F5D0045" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Statutory Accounting Practices [Line Items]</link:label>
    <link:label id="lab_us-gaap_StatutoryAccountingPracticesLineItems_399C395AB15F92F2887F25D50F5D0045_label_en-US" xlink:label="lab_us-gaap_StatutoryAccountingPracticesLineItems_399C395AB15F92F2887F25D50F5D0045" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Statutory Accounting Practices [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatutoryAccountingPracticesLineItems" xlink:label="loc_us-gaap_StatutoryAccountingPracticesLineItems_399C395AB15F92F2887F25D50F5D0045" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StatutoryAccountingPracticesLineItems_399C395AB15F92F2887F25D50F5D0045" xlink:to="lab_us-gaap_StatutoryAccountingPracticesLineItems_399C395AB15F92F2887F25D50F5D0045" xlink:type="arc" />
    <link:label id="lab_jrvr_DividendLimitationsPercentageOfStatutorySurplus_45CB7C2B7986FF59E19625D50F5DE9A6_verboseLabel_en-US" xlink:label="lab_jrvr_DividendLimitationsPercentageOfStatutorySurplus_45CB7C2B7986FF59E19625D50F5DE9A6" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Dividend limitations percentage of statutory surplus</link:label>
    <link:label id="lab_jrvr_DividendLimitationsPercentageOfStatutorySurplus_45CB7C2B7986FF59E19625D50F5DE9A6_label_en-US" xlink:label="lab_jrvr_DividendLimitationsPercentageOfStatutorySurplus_45CB7C2B7986FF59E19625D50F5DE9A6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Dividend Limitations Percentage Of Statutory Surplus</link:label>
    <link:label id="lab_jrvr_DividendLimitationsPercentageOfStatutorySurplus_45CB7C2B7986FF59E19625D50F5DE9A6_documentation_en-US" xlink:label="lab_jrvr_DividendLimitationsPercentageOfStatutorySurplus_45CB7C2B7986FF59E19625D50F5DE9A6" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents dividend limitations percentage of statutory surplus.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_DividendLimitationsPercentageOfStatutorySurplus" xlink:label="loc_jrvr_DividendLimitationsPercentageOfStatutorySurplus_45CB7C2B7986FF59E19625D50F5DE9A6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_DividendLimitationsPercentageOfStatutorySurplus_45CB7C2B7986FF59E19625D50F5DE9A6" xlink:to="lab_jrvr_DividendLimitationsPercentageOfStatutorySurplus_45CB7C2B7986FF59E19625D50F5DE9A6" xlink:type="arc" />
    <link:label id="lab_us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPaymentsWithoutRegulatoryApproval_7FD4A4573105BCDE633425D50F5D8074_verboseLabel_en-US" xlink:label="lab_us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPaymentsWithoutRegulatoryApproval_7FD4A4573105BCDE633425D50F5D8074" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Maximum amount of dividends available without regulatory approval</link:label>
    <link:label id="lab_us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPaymentsWithoutRegulatoryApproval_7FD4A4573105BCDE633425D50F5D8074_label_en-US" xlink:label="lab_us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPaymentsWithoutRegulatoryApproval_7FD4A4573105BCDE633425D50F5D8074" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Statutory Accounting Practices, Statutory Amount Available for Dividend Payments without Regulatory Approval</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPaymentsWithoutRegulatoryApproval" xlink:label="loc_us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPaymentsWithoutRegulatoryApproval_7FD4A4573105BCDE633425D50F5D8074" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPaymentsWithoutRegulatoryApproval_7FD4A4573105BCDE633425D50F5D8074" xlink:to="lab_us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPaymentsWithoutRegulatoryApproval_7FD4A4573105BCDE633425D50F5D8074" xlink:type="arc" />
    <link:label id="lab_jrvr_PercentageOfDividendWithholdingTaxForDistributions_DFEF052FBAF1676EF94E25D50F5D911B_verboseLabel_en-US" xlink:label="lab_jrvr_PercentageOfDividendWithholdingTaxForDistributions_DFEF052FBAF1676EF94E25D50F5D911B" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Percentage of dividend withholding tax for distributions</link:label>
    <link:label id="lab_jrvr_PercentageOfDividendWithholdingTaxForDistributions_DFEF052FBAF1676EF94E25D50F5D911B_label_en-US" xlink:label="lab_jrvr_PercentageOfDividendWithholdingTaxForDistributions_DFEF052FBAF1676EF94E25D50F5D911B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Percentage Of Dividend Withholding Tax For Distributions</link:label>
    <link:label id="lab_jrvr_PercentageOfDividendWithholdingTaxForDistributions_DFEF052FBAF1676EF94E25D50F5D911B_documentation_en-US" xlink:label="lab_jrvr_PercentageOfDividendWithholdingTaxForDistributions_DFEF052FBAF1676EF94E25D50F5D911B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the percentage of dividend withholding tax for distributions.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_PercentageOfDividendWithholdingTaxForDistributions" xlink:label="loc_jrvr_PercentageOfDividendWithholdingTaxForDistributions_DFEF052FBAF1676EF94E25D50F5D911B" xlink:type="locator" />
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    <link:label id="lab_jrvr_PercentageOfDividendDistributionTax_25C0E7AFD919B7E0735B25D50F5E2DDC_verboseLabel_en-US" xlink:label="lab_jrvr_PercentageOfDividendDistributionTax_25C0E7AFD919B7E0735B25D50F5E2DDC" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Percentage of dividend distribution tax</link:label>
    <link:label id="lab_jrvr_PercentageOfDividendDistributionTax_25C0E7AFD919B7E0735B25D50F5E2DDC_label_en-US" xlink:label="lab_jrvr_PercentageOfDividendDistributionTax_25C0E7AFD919B7E0735B25D50F5E2DDC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Percentage Of Dividend Distribution Tax</link:label>
    <link:label id="lab_jrvr_PercentageOfDividendDistributionTax_25C0E7AFD919B7E0735B25D50F5E2DDC_documentation_en-US" xlink:label="lab_jrvr_PercentageOfDividendDistributionTax_25C0E7AFD919B7E0735B25D50F5E2DDC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents percentage of dividend distribution tax.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_PercentageOfDividendDistributionTax" xlink:label="loc_jrvr_PercentageOfDividendDistributionTax_25C0E7AFD919B7E0735B25D50F5E2DDC" xlink:type="locator" />
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    <link:label id="lab_us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPayments_5B5CEA21E9231E7D57CC25D50F5EE398_verboseLabel_en-US" xlink:label="lab_us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPayments_5B5CEA21E9231E7D57CC25D50F5EE398" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Maximum amount of dividends and return of capital available</link:label>
    <link:label id="lab_us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPayments_5B5CEA21E9231E7D57CC25D50F5EE398_label_en-US" xlink:label="lab_us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPayments_5B5CEA21E9231E7D57CC25D50F5EE398" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Statutory Accounting Practices, Statutory Amount Available for Dividend Payments</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPayments" xlink:label="loc_us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPayments_5B5CEA21E9231E7D57CC25D50F5EE398" xlink:type="locator" />
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    <link:label id="lab_jrvr_BrokerOneMember_92C35C5D0BDA5606315C25D51067F368_verboseLabel_en-US" xlink:label="lab_jrvr_BrokerOneMember_92C35C5D0BDA5606315C25D51067F368" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Broker one</link:label>
    <link:label id="lab_jrvr_BrokerOneMember_92C35C5D0BDA5606315C25D51067F368_label_en-US" xlink:label="lab_jrvr_BrokerOneMember_92C35C5D0BDA5606315C25D51067F368" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Broker One [Member]</link:label>
    <link:label id="lab_jrvr_BrokerOneMember_92C35C5D0BDA5606315C25D51067F368_documentation_en-US" xlink:label="lab_jrvr_BrokerOneMember_92C35C5D0BDA5606315C25D51067F368" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Name of party.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_BrokerOneMember" xlink:label="loc_jrvr_BrokerOneMember_92C35C5D0BDA5606315C25D51067F368" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_BrokerOneMember_92C35C5D0BDA5606315C25D51067F368" xlink:to="lab_jrvr_BrokerOneMember_92C35C5D0BDA5606315C25D51067F368" xlink:type="arc" />
    <link:label id="lab_jrvr_BrokerTwoMember_EF2CF7E8A4EF3D6336C125D51067F0BE_verboseLabel_en-US" xlink:label="lab_jrvr_BrokerTwoMember_EF2CF7E8A4EF3D6336C125D51067F0BE" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Broker two</link:label>
    <link:label id="lab_jrvr_BrokerTwoMember_EF2CF7E8A4EF3D6336C125D51067F0BE_label_en-US" xlink:label="lab_jrvr_BrokerTwoMember_EF2CF7E8A4EF3D6336C125D51067F0BE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Broker Two [Member]</link:label>
    <link:label id="lab_jrvr_BrokerTwoMember_EF2CF7E8A4EF3D6336C125D51067F0BE_documentation_en-US" xlink:label="lab_jrvr_BrokerTwoMember_EF2CF7E8A4EF3D6336C125D51067F0BE" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Name of party.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_BrokerTwoMember" xlink:label="loc_jrvr_BrokerTwoMember_EF2CF7E8A4EF3D6336C125D51067F0BE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_BrokerTwoMember_EF2CF7E8A4EF3D6336C125D51067F0BE" xlink:to="lab_jrvr_BrokerTwoMember_EF2CF7E8A4EF3D6336C125D51067F0BE" xlink:type="arc" />
    <link:label id="lab_jrvr_InsuredOneMember_C318D7E25609932E056925D5106729C2_terseLabel_en-US" xlink:label="lab_jrvr_InsuredOneMember_C318D7E25609932E056925D5106729C2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Insured one</link:label>
    <link:label id="lab_jrvr_InsuredOneMember_C318D7E25609932E056925D5106729C2_label_en-US" xlink:label="lab_jrvr_InsuredOneMember_C318D7E25609932E056925D5106729C2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Insured One [Member]</link:label>
    <link:label id="lab_jrvr_InsuredOneMember_C318D7E25609932E056925D5106729C2_documentation_en-US" xlink:label="lab_jrvr_InsuredOneMember_C318D7E25609932E056925D5106729C2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information of insured one.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_InsuredOneMember" xlink:label="loc_jrvr_InsuredOneMember_C318D7E25609932E056925D5106729C2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_InsuredOneMember_C318D7E25609932E056925D5106729C2" xlink:to="lab_jrvr_InsuredOneMember_C318D7E25609932E056925D5106729C2" xlink:type="arc" />
    <link:label id="lab_jrvr_AgencyOneMember_6A77D0D7F929292C00E125D510688005_verboseLabel_en-US" xlink:label="lab_jrvr_AgencyOneMember_6A77D0D7F929292C00E125D510688005" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Agency one</link:label>
    <link:label id="lab_jrvr_AgencyOneMember_6A77D0D7F929292C00E125D510688005_label_en-US" xlink:label="lab_jrvr_AgencyOneMember_6A77D0D7F929292C00E125D510688005" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Agency One [Member]</link:label>
    <link:label id="lab_jrvr_AgencyOneMember_6A77D0D7F929292C00E125D510688005_documentation_en-US" xlink:label="lab_jrvr_AgencyOneMember_6A77D0D7F929292C00E125D510688005" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Name of party.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_AgencyOneMember" xlink:label="loc_jrvr_AgencyOneMember_6A77D0D7F929292C00E125D510688005" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_AgencyOneMember_6A77D0D7F929292C00E125D510688005" xlink:to="lab_jrvr_AgencyOneMember_6A77D0D7F929292C00E125D510688005" xlink:type="arc" />
    <link:label id="lab_jrvr_UnaffiliatedCedingCompanyOneMember_8723AB18E99678E67F0525D51068CF6F_verboseLabel_en-US" xlink:label="lab_jrvr_UnaffiliatedCedingCompanyOneMember_8723AB18E99678E67F0525D51068CF6F" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Unaffiliated ceding company one</link:label>
    <link:label id="lab_jrvr_UnaffiliatedCedingCompanyOneMember_8723AB18E99678E67F0525D51068CF6F_label_en-US" xlink:label="lab_jrvr_UnaffiliatedCedingCompanyOneMember_8723AB18E99678E67F0525D51068CF6F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unaffiliated Ceding Company One [Member]</link:label>
    <link:label id="lab_jrvr_UnaffiliatedCedingCompanyOneMember_8723AB18E99678E67F0525D51068CF6F_documentation_en-US" xlink:label="lab_jrvr_UnaffiliatedCedingCompanyOneMember_8723AB18E99678E67F0525D51068CF6F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Name of party.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_UnaffiliatedCedingCompanyOneMember" xlink:label="loc_jrvr_UnaffiliatedCedingCompanyOneMember_8723AB18E99678E67F0525D51068CF6F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_UnaffiliatedCedingCompanyOneMember_8723AB18E99678E67F0525D51068CF6F" xlink:to="lab_jrvr_UnaffiliatedCedingCompanyOneMember_8723AB18E99678E67F0525D51068CF6F" xlink:type="arc" />
    <link:label id="lab_jrvr_UnaffiliatedCedingCompanyTwoMember_0DAD278C89A38C496E8F25D51068FDAA_verboseLabel_en-US" xlink:label="lab_jrvr_UnaffiliatedCedingCompanyTwoMember_0DAD278C89A38C496E8F25D51068FDAA" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Unaffiliated ceding company two</link:label>
    <link:label id="lab_jrvr_UnaffiliatedCedingCompanyTwoMember_0DAD278C89A38C496E8F25D51068FDAA_label_en-US" xlink:label="lab_jrvr_UnaffiliatedCedingCompanyTwoMember_0DAD278C89A38C496E8F25D51068FDAA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unaffiliated Ceding Company Two [Member]</link:label>
    <link:label id="lab_jrvr_UnaffiliatedCedingCompanyTwoMember_0DAD278C89A38C496E8F25D51068FDAA_documentation_en-US" xlink:label="lab_jrvr_UnaffiliatedCedingCompanyTwoMember_0DAD278C89A38C496E8F25D51068FDAA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Name of party.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_UnaffiliatedCedingCompanyTwoMember" xlink:label="loc_jrvr_UnaffiliatedCedingCompanyTwoMember_0DAD278C89A38C496E8F25D51068FDAA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_UnaffiliatedCedingCompanyTwoMember_0DAD278C89A38C496E8F25D51068FDAA" xlink:to="lab_jrvr_UnaffiliatedCedingCompanyTwoMember_0DAD278C89A38C496E8F25D51068FDAA" xlink:type="arc" />
    <link:label id="lab_jrvr_UnaffiliatedCedingCompanyThreeMember_F210BEFE88D1CC92775225D51068D0E8_terseLabel_en-US" xlink:label="lab_jrvr_UnaffiliatedCedingCompanyThreeMember_F210BEFE88D1CC92775225D51068D0E8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Unaffiliated ceding company three</link:label>
    <link:label id="lab_jrvr_UnaffiliatedCedingCompanyThreeMember_F210BEFE88D1CC92775225D51068D0E8_label_en-US" xlink:label="lab_jrvr_UnaffiliatedCedingCompanyThreeMember_F210BEFE88D1CC92775225D51068D0E8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unaffiliated Ceding Company Three [Member]</link:label>
    <link:label id="lab_jrvr_UnaffiliatedCedingCompanyThreeMember_F210BEFE88D1CC92775225D51068D0E8_documentation_en-US" xlink:label="lab_jrvr_UnaffiliatedCedingCompanyThreeMember_F210BEFE88D1CC92775225D51068D0E8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Unaffiliated Ceding Company Three [Member]</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_UnaffiliatedCedingCompanyThreeMember" xlink:label="loc_jrvr_UnaffiliatedCedingCompanyThreeMember_F210BEFE88D1CC92775225D51068D0E8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_UnaffiliatedCedingCompanyThreeMember_F210BEFE88D1CC92775225D51068D0E8" xlink:to="lab_jrvr_UnaffiliatedCedingCompanyThreeMember_F210BEFE88D1CC92775225D51068D0E8" xlink:type="arc" />
    <link:label id="lab_jrvr_NumberofBrokers_F4693DBE3BA9E1E591AA25D51068E036_terseLabel_en-US" xlink:label="lab_jrvr_NumberofBrokers_F4693DBE3BA9E1E591AA25D51068E036" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of brokers</link:label>
    <link:label id="lab_jrvr_NumberofBrokers_F4693DBE3BA9E1E591AA25D51068E036_label_en-US" xlink:label="lab_jrvr_NumberofBrokers_F4693DBE3BA9E1E591AA25D51068E036" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number of Brokers</link:label>
    <link:label id="lab_jrvr_NumberofBrokers_F4693DBE3BA9E1E591AA25D51068E036_documentation_en-US" xlink:label="lab_jrvr_NumberofBrokers_F4693DBE3BA9E1E591AA25D51068E036" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Number of Brokers</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_NumberofBrokers" xlink:label="loc_jrvr_NumberofBrokers_F4693DBE3BA9E1E591AA25D51068E036" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_NumberofBrokers_F4693DBE3BA9E1E591AA25D51068E036" xlink:to="lab_jrvr_NumberofBrokers_F4693DBE3BA9E1E591AA25D51068E036" xlink:type="arc" />
    <link:label id="lab_us-gaap_NumberOfReportableSegments_9E9BD4579F4F2F48D66125D5106974FE_verboseLabel_en-US" xlink:label="lab_us-gaap_NumberOfReportableSegments_9E9BD4579F4F2F48D66125D5106974FE" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Number of reportable segments</link:label>
    <link:label id="lab_us-gaap_NumberOfReportableSegments_9E9BD4579F4F2F48D66125D5106974FE_label_en-US" xlink:label="lab_us-gaap_NumberOfReportableSegments_9E9BD4579F4F2F48D66125D5106974FE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number of Reportable Segments</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NumberOfReportableSegments" xlink:label="loc_us-gaap_NumberOfReportableSegments_9E9BD4579F4F2F48D66125D5106974FE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NumberOfReportableSegments_9E9BD4579F4F2F48D66125D5106974FE" xlink:to="lab_us-gaap_NumberOfReportableSegments_9E9BD4579F4F2F48D66125D5106974FE" xlink:type="arc" />
    <link:label id="lab_jrvr_FeeIncome_10D86729721AE9A7040D25D510695D69_verboseLabel_en-US" xlink:label="lab_jrvr_FeeIncome_10D86729721AE9A7040D25D510695D69" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Fee income</link:label>
    <link:label id="lab_jrvr_FeeIncome_10D86729721AE9A7040D25D510695D69_label_en-US" xlink:label="lab_jrvr_FeeIncome_10D86729721AE9A7040D25D510695D69" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fee Income</link:label>
    <link:label id="lab_jrvr_FeeIncome_10D86729721AE9A7040D25D510695D69_documentation_en-US" xlink:label="lab_jrvr_FeeIncome_10D86729721AE9A7040D25D510695D69" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents amount of fee income .</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_FeeIncome" xlink:label="loc_jrvr_FeeIncome_10D86729721AE9A7040D25D510695D69" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_FeeIncome_10D86729721AE9A7040D25D510695D69" xlink:to="lab_jrvr_FeeIncome_10D86729721AE9A7040D25D510695D69" xlink:type="arc" />
    <link:label id="lab_jrvr_NumberOfUnderwritingDivisions_BADD45B2686BD88BAC4225D51069F5D7_verboseLabel_en-US" xlink:label="lab_jrvr_NumberOfUnderwritingDivisions_BADD45B2686BD88BAC4225D51069F5D7" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Number of underwriting divisions</link:label>
    <link:label id="lab_jrvr_NumberOfUnderwritingDivisions_BADD45B2686BD88BAC4225D51069F5D7_label_en-US" xlink:label="lab_jrvr_NumberOfUnderwritingDivisions_BADD45B2686BD88BAC4225D51069F5D7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number Of Underwriting Divisions</link:label>
    <link:label id="lab_jrvr_NumberOfUnderwritingDivisions_BADD45B2686BD88BAC4225D51069F5D7_documentation_en-US" xlink:label="lab_jrvr_NumberOfUnderwritingDivisions_BADD45B2686BD88BAC4225D51069F5D7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents number of underwriting divisions.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_NumberOfUnderwritingDivisions" xlink:label="loc_jrvr_NumberOfUnderwritingDivisions_BADD45B2686BD88BAC4225D51069F5D7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_NumberOfUnderwritingDivisions_BADD45B2686BD88BAC4225D51069F5D7" xlink:to="lab_jrvr_NumberOfUnderwritingDivisions_BADD45B2686BD88BAC4225D51069F5D7" xlink:type="arc" />
    <link:label id="lab_us-gaap_PremiumsWrittenGross_5B51AF62F85801FA677725D510696256_verboseLabel_en-US" xlink:label="lab_us-gaap_PremiumsWrittenGross_5B51AF62F85801FA677725D510696256" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Gross written premiums</link:label>
    <link:label id="lab_us-gaap_PremiumsWrittenGross_5B51AF62F85801FA677725D510696256_label_en-US" xlink:label="lab_us-gaap_PremiumsWrittenGross_5B51AF62F85801FA677725D510696256" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Premiums Written, Gross</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PremiumsWrittenGross" xlink:label="loc_us-gaap_PremiumsWrittenGross_5B51AF62F85801FA677725D510696256" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PremiumsWrittenGross_5B51AF62F85801FA677725D510696256" xlink:to="lab_us-gaap_PremiumsWrittenGross_5B51AF62F85801FA677725D510696256" xlink:type="arc" />
    <link:label id="lab_jrvr_ConsolidatedGrossWrittenPremiumsPercentage_C7BB407B32767ADD282B25D51069376D_terseLabel_en-US" xlink:label="lab_jrvr_ConsolidatedGrossWrittenPremiumsPercentage_C7BB407B32767ADD282B25D51069376D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Consolidated gross written premiums percentage</link:label>
    <link:label id="lab_jrvr_ConsolidatedGrossWrittenPremiumsPercentage_C7BB407B32767ADD282B25D51069376D_label_en-US" xlink:label="lab_jrvr_ConsolidatedGrossWrittenPremiumsPercentage_C7BB407B32767ADD282B25D51069376D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Consolidated Gross Written Premiums Percentage</link:label>
    <link:label id="lab_jrvr_ConsolidatedGrossWrittenPremiumsPercentage_C7BB407B32767ADD282B25D51069376D_documentation_en-US" xlink:label="lab_jrvr_ConsolidatedGrossWrittenPremiumsPercentage_C7BB407B32767ADD282B25D51069376D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents consolidated gross written premiums percentage.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_ConsolidatedGrossWrittenPremiumsPercentage" xlink:label="loc_jrvr_ConsolidatedGrossWrittenPremiumsPercentage_C7BB407B32767ADD282B25D51069376D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ConsolidatedGrossWrittenPremiumsPercentage_C7BB407B32767ADD282B25D51069376D" xlink:to="lab_jrvr_ConsolidatedGrossWrittenPremiumsPercentage_C7BB407B32767ADD282B25D51069376D" xlink:type="arc" />
    <link:label id="lab_jrvr_GrossWrittenPremiumsPercentage_C1D0BE4051DECFE2FC7B25D5106AEA51_terseLabel_en-US" xlink:label="lab_jrvr_GrossWrittenPremiumsPercentage_C1D0BE4051DECFE2FC7B25D5106AEA51" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Gross written premiums percentage</link:label>
    <link:label id="lab_jrvr_GrossWrittenPremiumsPercentage_C1D0BE4051DECFE2FC7B25D5106AEA51_label_en-US" xlink:label="lab_jrvr_GrossWrittenPremiumsPercentage_C1D0BE4051DECFE2FC7B25D5106AEA51" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Gross Written Premiums Percentage</link:label>
    <link:label id="lab_jrvr_GrossWrittenPremiumsPercentage_C1D0BE4051DECFE2FC7B25D5106AEA51_documentation_en-US" xlink:label="lab_jrvr_GrossWrittenPremiumsPercentage_C1D0BE4051DECFE2FC7B25D5106AEA51" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents gross written premiums percentage.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_GrossWrittenPremiumsPercentage" xlink:label="loc_jrvr_GrossWrittenPremiumsPercentage_C1D0BE4051DECFE2FC7B25D5106AEA51" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_GrossWrittenPremiumsPercentage_C1D0BE4051DECFE2FC7B25D5106AEA51" xlink:to="lab_jrvr_GrossWrittenPremiumsPercentage_C1D0BE4051DECFE2FC7B25D5106AEA51" xlink:type="arc" />
    <link:label id="lab_jrvr_NumberofUnaffiliatedCedingCompanies_A04CF8B7C92B069F1ACF25D5106A6F04_terseLabel_en-US" xlink:label="lab_jrvr_NumberofUnaffiliatedCedingCompanies_A04CF8B7C92B069F1ACF25D5106A6F04" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of unaffiliated ceding companies</link:label>
    <link:label id="lab_jrvr_NumberofUnaffiliatedCedingCompanies_A04CF8B7C92B069F1ACF25D5106A6F04_label_en-US" xlink:label="lab_jrvr_NumberofUnaffiliatedCedingCompanies_A04CF8B7C92B069F1ACF25D5106A6F04" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number of Unaffiliated Ceding Companies</link:label>
    <link:label id="lab_jrvr_NumberofUnaffiliatedCedingCompanies_A04CF8B7C92B069F1ACF25D5106A6F04_documentation_en-US" xlink:label="lab_jrvr_NumberofUnaffiliatedCedingCompanies_A04CF8B7C92B069F1ACF25D5106A6F04" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Number of Unaffiliated Ceding Companies</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_NumberofUnaffiliatedCedingCompanies" xlink:label="loc_jrvr_NumberofUnaffiliatedCedingCompanies_A04CF8B7C92B069F1ACF25D5106A6F04" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_NumberofUnaffiliatedCedingCompanies_A04CF8B7C92B069F1ACF25D5106A6F04" xlink:to="lab_jrvr_NumberofUnaffiliatedCedingCompanies_A04CF8B7C92B069F1ACF25D5106A6F04" xlink:type="arc" />
    <link:label id="lab_us-gaap_InvestmentsDebtAndEquitySecuritiesAbstract_5D9B137A25C7EBBE628F25D512CCB174_label_en-US" xlink:label="lab_us-gaap_InvestmentsDebtAndEquitySecuritiesAbstract_5D9B137A25C7EBBE628F25D512CCB174" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investments, Debt and Equity Securities [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InvestmentsDebtAndEquitySecuritiesAbstract" xlink:label="loc_us-gaap_InvestmentsDebtAndEquitySecuritiesAbstract_5D9B137A25C7EBBE628F25D512CCB174" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentsDebtAndEquitySecuritiesAbstract_5D9B137A25C7EBBE628F25D512CCB174" xlink:to="lab_us-gaap_InvestmentsDebtAndEquitySecuritiesAbstract_5D9B137A25C7EBBE628F25D512CCB174" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryTable_B9B76C2F4D3E62F1FB9025D512CCED75_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryTable_B9B76C2F4D3E62F1FB9025D512CCED75" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Investment Income [Table]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryTable_B9B76C2F4D3E62F1FB9025D512CCED75_label_en-US" xlink:label="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryTable_B9B76C2F4D3E62F1FB9025D512CCED75" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investment Income [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryTable" xlink:label="loc_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryTable_B9B76C2F4D3E62F1FB9025D512CCED75" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryTable_B9B76C2F4D3E62F1FB9025D512CCED75" xlink:to="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryTable_B9B76C2F4D3E62F1FB9025D512CCED75" xlink:type="arc" />
    <link:label id="lab_jrvr_BankHoldingCompanyMember_FF704965A9ACC9E5A3C625D512CEB824_terseLabel_en-US" xlink:label="lab_jrvr_BankHoldingCompanyMember_FF704965A9ACC9E5A3C625D512CEB824" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Bank Holding Company</link:label>
    <link:label id="lab_jrvr_BankHoldingCompanyMember_FF704965A9ACC9E5A3C625D512CEB824_label_en-US" xlink:label="lab_jrvr_BankHoldingCompanyMember_FF704965A9ACC9E5A3C625D512CEB824" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Bank Holding Company [Member]</link:label>
    <link:label id="lab_jrvr_BankHoldingCompanyMember_FF704965A9ACC9E5A3C625D512CEB824_documentation_en-US" xlink:label="lab_jrvr_BankHoldingCompanyMember_FF704965A9ACC9E5A3C625D512CEB824" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information about Bank Holding Company.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_BankHoldingCompanyMember" xlink:label="loc_jrvr_BankHoldingCompanyMember_FF704965A9ACC9E5A3C625D512CEB824" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_BankHoldingCompanyMember_FF704965A9ACC9E5A3C625D512CEB824" xlink:to="lab_jrvr_BankHoldingCompanyMember_FF704965A9ACC9E5A3C625D512CEB824" xlink:type="arc" />
    <link:label id="lab_srt_RangeAxis_BBA5EFF73D6A406A655425D512CE10C4_terseLabel_en-US" xlink:label="lab_srt_RangeAxis_BBA5EFF73D6A406A655425D512CE10C4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Range [Axis]</link:label>
    <link:label id="lab_srt_RangeAxis_BBA5EFF73D6A406A655425D512CE10C4_label_en-US" xlink:label="lab_srt_RangeAxis_BBA5EFF73D6A406A655425D512CE10C4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Range [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_RangeAxis" xlink:label="loc_srt_RangeAxis_BBA5EFF73D6A406A655425D512CE10C4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_RangeAxis_BBA5EFF73D6A406A655425D512CE10C4" xlink:to="lab_srt_RangeAxis_BBA5EFF73D6A406A655425D512CE10C4" xlink:type="arc" />
    <link:label id="lab_srt_RangeMember_B5BF879BCF4BB9DAEFF825D512CE830E_terseLabel_en-US" xlink:label="lab_srt_RangeMember_B5BF879BCF4BB9DAEFF825D512CE830E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Range [Domain]</link:label>
    <link:label id="lab_srt_RangeMember_B5BF879BCF4BB9DAEFF825D512CE830E_label_en-US" xlink:label="lab_srt_RangeMember_B5BF879BCF4BB9DAEFF825D512CE830E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Range [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_RangeMember" xlink:label="loc_srt_RangeMember_B5BF879BCF4BB9DAEFF825D512CE830E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_RangeMember_B5BF879BCF4BB9DAEFF825D512CE830E" xlink:to="lab_srt_RangeMember_B5BF879BCF4BB9DAEFF825D512CE830E" xlink:type="arc" />
    <link:label id="lab_srt_MinimumMember_02182FA5A7E2A4EF4DEB25D512CE9436_terseLabel_en-US" xlink:label="lab_srt_MinimumMember_02182FA5A7E2A4EF4DEB25D512CE9436" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Minimum</link:label>
    <link:label id="lab_srt_MinimumMember_02182FA5A7E2A4EF4DEB25D512CE9436_label_en-US" xlink:label="lab_srt_MinimumMember_02182FA5A7E2A4EF4DEB25D512CE9436" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Minimum [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_MinimumMember" xlink:label="loc_srt_MinimumMember_02182FA5A7E2A4EF4DEB25D512CE9436" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_MinimumMember_02182FA5A7E2A4EF4DEB25D512CE9436" xlink:to="lab_srt_MinimumMember_02182FA5A7E2A4EF4DEB25D512CE9436" xlink:type="arc" />
    <link:label id="lab_srt_MaximumMember_CB7304BAC44609EF7E4825D512CF7167_terseLabel_en-US" xlink:label="lab_srt_MaximumMember_CB7304BAC44609EF7E4825D512CF7167" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Maximum</link:label>
    <link:label id="lab_srt_MaximumMember_CB7304BAC44609EF7E4825D512CF7167_label_en-US" xlink:label="lab_srt_MaximumMember_CB7304BAC44609EF7E4825D512CF7167" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Maximum [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_MaximumMember" xlink:label="loc_srt_MaximumMember_CB7304BAC44609EF7E4825D512CF7167" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_MaximumMember_CB7304BAC44609EF7E4825D512CF7167" xlink:to="lab_srt_MaximumMember_CB7304BAC44609EF7E4825D512CF7167" xlink:type="arc" />
    <link:label id="lab_jrvr_InvestmentInLlcMember_B1C1C4C9CDBAC655C66225D512CF9BCD_terseLabel_en-US" xlink:label="lab_jrvr_InvestmentInLlcMember_B1C1C4C9CDBAC655C66225D512CF9BCD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Investment in LLC</link:label>
    <link:label id="lab_jrvr_InvestmentInLlcMember_B1C1C4C9CDBAC655C66225D512CF9BCD_label_en-US" xlink:label="lab_jrvr_InvestmentInLlcMember_B1C1C4C9CDBAC655C66225D512CF9BCD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investment In Llc [Member]</link:label>
    <link:label id="lab_jrvr_InvestmentInLlcMember_B1C1C4C9CDBAC655C66225D512CF9BCD_documentation_en-US" xlink:label="lab_jrvr_InvestmentInLlcMember_B1C1C4C9CDBAC655C66225D512CF9BCD" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents investment in LLC`s.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_InvestmentInLlcMember" xlink:label="loc_jrvr_InvestmentInLlcMember_B1C1C4C9CDBAC655C66225D512CF9BCD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_InvestmentInLlcMember_B1C1C4C9CDBAC655C66225D512CF9BCD" xlink:to="lab_jrvr_InvestmentInLlcMember_B1C1C4C9CDBAC655C66225D512CF9BCD" xlink:type="arc" />
    <link:label id="lab_jrvr_InvestmentInBankHoldingCompanyMember_CFFA62ADB09166D0891625D512D01EAA_terseLabel_en-US" xlink:label="lab_jrvr_InvestmentInBankHoldingCompanyMember_CFFA62ADB09166D0891625D512D01EAA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Bank Holding Company</link:label>
    <link:label id="lab_jrvr_InvestmentInBankHoldingCompanyMember_CFFA62ADB09166D0891625D512D01EAA_label_en-US" xlink:label="lab_jrvr_InvestmentInBankHoldingCompanyMember_CFFA62ADB09166D0891625D512D01EAA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investment In Bank Holding Company [Member]</link:label>
    <link:label id="lab_jrvr_InvestmentInBankHoldingCompanyMember_CFFA62ADB09166D0891625D512D01EAA_documentation_en-US" xlink:label="lab_jrvr_InvestmentInBankHoldingCompanyMember_CFFA62ADB09166D0891625D512D01EAA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information about Investment in bank holding company.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_InvestmentInBankHoldingCompanyMember" xlink:label="loc_jrvr_InvestmentInBankHoldingCompanyMember_CFFA62ADB09166D0891625D512D01EAA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_InvestmentInBankHoldingCompanyMember_CFFA62ADB09166D0891625D512D01EAA" xlink:to="lab_jrvr_InvestmentInBankHoldingCompanyMember_CFFA62ADB09166D0891625D512D01EAA" xlink:type="arc" />
    <link:label id="lab_us-gaap_InvestmentTypeAxis_5F642F2B062AD7939B8E25D512D17185_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentTypeAxis_5F642F2B062AD7939B8E25D512D17185" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Investment Type [Axis]</link:label>
    <link:label id="lab_us-gaap_InvestmentTypeAxis_5F642F2B062AD7939B8E25D512D17185_label_en-US" xlink:label="lab_us-gaap_InvestmentTypeAxis_5F642F2B062AD7939B8E25D512D17185" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investment Type [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InvestmentTypeAxis" xlink:label="loc_us-gaap_InvestmentTypeAxis_5F642F2B062AD7939B8E25D512D17185" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentTypeAxis_5F642F2B062AD7939B8E25D512D17185" xlink:to="lab_us-gaap_InvestmentTypeAxis_5F642F2B062AD7939B8E25D512D17185" xlink:type="arc" />
    <link:label id="lab_us-gaap_InvestmentTypeCategorizationMember_9A81722479EB186EC6A225D512D10F77_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentTypeCategorizationMember_9A81722479EB186EC6A225D512D10F77" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Investments [Domain]</link:label>
    <link:label id="lab_us-gaap_InvestmentTypeCategorizationMember_9A81722479EB186EC6A225D512D10F77_label_en-US" xlink:label="lab_us-gaap_InvestmentTypeCategorizationMember_9A81722479EB186EC6A225D512D10F77" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investments [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InvestmentTypeCategorizationMember" xlink:label="loc_us-gaap_InvestmentTypeCategorizationMember_9A81722479EB186EC6A225D512D10F77" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentTypeCategorizationMember_9A81722479EB186EC6A225D512D10F77" xlink:to="lab_us-gaap_InvestmentTypeCategorizationMember_9A81722479EB186EC6A225D512D10F77" xlink:type="arc" />
    <link:label id="lab_jrvr_RenewableEnergyLlcsMember_63F5E96754E00F1F637325D512D2152E_verboseLabel_en-US" xlink:label="lab_jrvr_RenewableEnergyLlcsMember_63F5E96754E00F1F637325D512D2152E" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Renewable energy LLCs</link:label>
    <link:label id="lab_jrvr_RenewableEnergyLlcsMember_63F5E96754E00F1F637325D512D2152E_label_en-US" xlink:label="lab_jrvr_RenewableEnergyLlcsMember_63F5E96754E00F1F637325D512D2152E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Renewable Energy Llcs [Member]</link:label>
    <link:label id="lab_jrvr_RenewableEnergyLlcsMember_63F5E96754E00F1F637325D512D2152E_documentation_en-US" xlink:label="lab_jrvr_RenewableEnergyLlcsMember_63F5E96754E00F1F637325D512D2152E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Name of the investment category.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_RenewableEnergyLlcsMember" xlink:label="loc_jrvr_RenewableEnergyLlcsMember_63F5E96754E00F1F637325D512D2152E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_RenewableEnergyLlcsMember_63F5E96754E00F1F637325D512D2152E" xlink:to="lab_jrvr_RenewableEnergyLlcsMember_63F5E96754E00F1F637325D512D2152E" xlink:type="arc" />
    <link:label id="lab_jrvr_RenewableEnergyBridgeFinancingNotesMember_7FA42B7F4E01AE5FCB3525D512D24AA5_verboseLabel_en-US" xlink:label="lab_jrvr_RenewableEnergyBridgeFinancingNotesMember_7FA42B7F4E01AE5FCB3525D512D24AA5" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Renewable energy notes receivable</link:label>
    <link:label id="lab_jrvr_RenewableEnergyBridgeFinancingNotesMember_7FA42B7F4E01AE5FCB3525D512D24AA5_label_en-US" xlink:label="lab_jrvr_RenewableEnergyBridgeFinancingNotesMember_7FA42B7F4E01AE5FCB3525D512D24AA5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Renewable Energy Bridge Financing Notes [Member]</link:label>
    <link:label id="lab_jrvr_RenewableEnergyBridgeFinancingNotesMember_7FA42B7F4E01AE5FCB3525D512D24AA5_documentation_en-US" xlink:label="lab_jrvr_RenewableEnergyBridgeFinancingNotesMember_7FA42B7F4E01AE5FCB3525D512D24AA5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Name of the investment category.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_RenewableEnergyBridgeFinancingNotesMember" xlink:label="loc_jrvr_RenewableEnergyBridgeFinancingNotesMember_7FA42B7F4E01AE5FCB3525D512D24AA5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_RenewableEnergyBridgeFinancingNotesMember_7FA42B7F4E01AE5FCB3525D512D24AA5" xlink:to="lab_jrvr_RenewableEnergyBridgeFinancingNotesMember_7FA42B7F4E01AE5FCB3525D512D24AA5" xlink:type="arc" />
    <link:label id="lab_srt_PartnershipInterestMember_94E5691A9D26F8D58EC925D512D26D43_verboseLabel_en-US" xlink:label="lab_srt_PartnershipInterestMember_94E5691A9D26F8D58EC925D512D26D43" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Limited partnerships</link:label>
    <link:label id="lab_srt_PartnershipInterestMember_94E5691A9D26F8D58EC925D512D26D43_label_en-US" xlink:label="lab_srt_PartnershipInterestMember_94E5691A9D26F8D58EC925D512D26D43" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Partnership Interest [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_PartnershipInterestMember" xlink:label="loc_srt_PartnershipInterestMember_94E5691A9D26F8D58EC925D512D26D43" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_PartnershipInterestMember_94E5691A9D26F8D58EC925D512D26D43" xlink:to="lab_srt_PartnershipInterestMember_94E5691A9D26F8D58EC925D512D26D43" xlink:type="arc" />
    <link:label id="lab_jrvr_BankHoldingCompaniesMember_935335DDD6330C3B860A25D512D3C684_verboseLabel_en-US" xlink:label="lab_jrvr_BankHoldingCompaniesMember_935335DDD6330C3B860A25D512D3C684" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Bank holding companies</link:label>
    <link:label id="lab_jrvr_BankHoldingCompaniesMember_935335DDD6330C3B860A25D512D3C684_label_en-US" xlink:label="lab_jrvr_BankHoldingCompaniesMember_935335DDD6330C3B860A25D512D3C684" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Bank Holding Companies [Member]</link:label>
    <link:label id="lab_jrvr_BankHoldingCompaniesMember_935335DDD6330C3B860A25D512D3C684_documentation_en-US" xlink:label="lab_jrvr_BankHoldingCompaniesMember_935335DDD6330C3B860A25D512D3C684" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Name of the investment category.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_BankHoldingCompaniesMember" xlink:label="loc_jrvr_BankHoldingCompaniesMember_935335DDD6330C3B860A25D512D3C684" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_BankHoldingCompaniesMember_935335DDD6330C3B860A25D512D3C684" xlink:to="lab_jrvr_BankHoldingCompaniesMember_935335DDD6330C3B860A25D512D3C684" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems_9E4DDA475590AD48A62F25D512D3A324_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems_9E4DDA475590AD48A62F25D512D3A324" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Net Investment Income [Line Items]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems_9E4DDA475590AD48A62F25D512D3A324_label_en-US" xlink:label="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems_9E4DDA475590AD48A62F25D512D3A324" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Investment Income [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems" xlink:label="loc_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems_9E4DDA475590AD48A62F25D512D3A324" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems_9E4DDA475590AD48A62F25D512D3A324" xlink:to="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems_9E4DDA475590AD48A62F25D512D3A324" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherInvestments_C84B78B96D991FD5B16525D512D34BC3_terseLabel_en-US" xlink:label="lab_us-gaap_OtherInvestments_C84B78B96D991FD5B16525D512D34BC3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Total other invested assets</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisLineItems_D76492571A5A99B9E32E2B74A82371B3" xlink:to="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisLineItems_D76492571A5A99B9E32E2B74A82371B3" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetValue_EA90D6A664FD6432E60D2B74A824C41A_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetValue_EA90D6A664FD6432E60D2B74A824C41A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair value of available-for-sale fixed maturity security</link:label>
    <link:label id="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetValue_EA90D6A664FD6432E60D2B74A824C41A_label_en-US" xlink:label="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetValue_EA90D6A664FD6432E60D2B74A824C41A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, Measurement with Unobservable Inputs Reconciliation, Recurring Basis, Asset Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetValue" xlink:label="loc_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetValue_EA90D6A664FD6432E60D2B74A824C41A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetValue_EA90D6A664FD6432E60D2B74A824C41A" xlink:to="lab_us-gaap_FairValueMeasurementWithUnobservableInputsReconciliationRecurringBasisAssetValue_EA90D6A664FD6432E60D2B74A824C41A" xlink:type="arc" />
    <link:label id="lab_jrvr_ImpairedBankLoanParticipationsHeldForInvestment_9BE071EDB9BFE6C87F482B74A824607B_netLabel_en-US" xlink:label="lab_jrvr_ImpairedBankLoanParticipationsHeldForInvestment_9BE071EDB9BFE6C87F482B74A824607B" xlink:role="http://www.xbrl.org/2009/role/netLabel" xlink:type="resource" xml:lang="en-US">Impaired bank loan participations held for investment</link:label>
    <link:label id="lab_jrvr_ImpairedBankLoanParticipationsHeldForInvestment_9BE071EDB9BFE6C87F482B74A824607B_label_en-US" xlink:label="lab_jrvr_ImpairedBankLoanParticipationsHeldForInvestment_9BE071EDB9BFE6C87F482B74A824607B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Impaired Bank Loan Participations Held For Investment</link:label>
    <link:label id="lab_jrvr_ImpairedBankLoanParticipationsHeldForInvestment_9BE071EDB9BFE6C87F482B74A824607B_documentation_en-US" xlink:label="lab_jrvr_ImpairedBankLoanParticipationsHeldForInvestment_9BE071EDB9BFE6C87F482B74A824607B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents impaired bank loan participations held for investment.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_ImpairedBankLoanParticipationsHeldForInvestment" xlink:label="loc_jrvr_ImpairedBankLoanParticipationsHeldForInvestment_9BE071EDB9BFE6C87F482B74A824607B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ImpairedBankLoanParticipationsHeldForInvestment_9BE071EDB9BFE6C87F482B74A824607B" xlink:to="lab_jrvr_ImpairedBankLoanParticipationsHeldForInvestment_9BE071EDB9BFE6C87F482B74A824607B" xlink:type="arc" />
    <link:label id="lab_jrvr_BankLoanParticipationsUnpaidPrincipalBalance_2DA2A823B575A20769842B74A824AD65_verboseLabel_en-US" xlink:label="lab_jrvr_BankLoanParticipationsUnpaidPrincipalBalance_2DA2A823B575A20769842B74A824AD65" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Unpaid principal on bank loan participations for which external sources were unavailable to determine fair value</link:label>
    <link:label id="lab_jrvr_BankLoanParticipationsUnpaidPrincipalBalance_2DA2A823B575A20769842B74A824AD65_label_en-US" xlink:label="lab_jrvr_BankLoanParticipationsUnpaidPrincipalBalance_2DA2A823B575A20769842B74A824AD65" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Bank Loan Participations Unpaid Principal Balance</link:label>
    <link:label id="lab_jrvr_BankLoanParticipationsUnpaidPrincipalBalance_2DA2A823B575A20769842B74A824AD65_documentation_en-US" xlink:label="lab_jrvr_BankLoanParticipationsUnpaidPrincipalBalance_2DA2A823B575A20769842B74A824AD65" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents bank loan participations unpaid principal balance.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_BankLoanParticipationsUnpaidPrincipalBalance" xlink:label="loc_jrvr_BankLoanParticipationsUnpaidPrincipalBalance_2DA2A823B575A20769842B74A824AD65" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_BankLoanParticipationsUnpaidPrincipalBalance_2DA2A823B575A20769842B74A824AD65" xlink:to="lab_jrvr_BankLoanParticipationsUnpaidPrincipalBalance_2DA2A823B575A20769842B74A824AD65" xlink:type="arc" />
    <link:label id="lab_jrvr_BankLoanParticipationsCarryingValue_11F8CACE17BAD6524F9C2B74A824A951_verboseLabel_en-US" xlink:label="lab_jrvr_BankLoanParticipationsCarryingValue_11F8CACE17BAD6524F9C2B74A824A951" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Carrying value of bank loan participations for which external sources were unavailable to determine fair value</link:label>
    <link:label id="lab_jrvr_BankLoanParticipationsCarryingValue_11F8CACE17BAD6524F9C2B74A824A951_label_en-US" xlink:label="lab_jrvr_BankLoanParticipationsCarryingValue_11F8CACE17BAD6524F9C2B74A824A951" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Bank Loan Participations Carrying Value</link:label>
    <link:label id="lab_jrvr_BankLoanParticipationsCarryingValue_11F8CACE17BAD6524F9C2B74A824A951_documentation_en-US" xlink:label="lab_jrvr_BankLoanParticipationsCarryingValue_11F8CACE17BAD6524F9C2B74A824A951" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents carrying value of bank loan participations for which external sources were unavailable to determine fair value.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_BankLoanParticipationsCarryingValue" xlink:label="loc_jrvr_BankLoanParticipationsCarryingValue_11F8CACE17BAD6524F9C2B74A824A951" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_BankLoanParticipationsCarryingValue_11F8CACE17BAD6524F9C2B74A824A951" xlink:to="lab_jrvr_BankLoanParticipationsCarryingValue_11F8CACE17BAD6524F9C2B74A824A951" xlink:type="arc" />
    <link:label id="lab_us-gaap_BankLoanObligationsMember_C3C14CFBC4F424B89A0425D512F5D39F_terseLabel_en-US" xlink:label="lab_us-gaap_BankLoanObligationsMember_C3C14CFBC4F424B89A0425D512F5D39F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Bank loan participations</link:label>
    <link:label id="lab_us-gaap_BankLoanObligationsMember_C3C14CFBC4F424B89A0425D512F5D39F_label_en-US" xlink:label="lab_us-gaap_BankLoanObligationsMember_C3C14CFBC4F424B89A0425D512F5D39F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Bank Loan Obligations [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BankLoanObligationsMember" xlink:label="loc_us-gaap_BankLoanObligationsMember_C3C14CFBC4F424B89A0425D512F5D39F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_BankLoanObligationsMember_C3C14CFBC4F424B89A0425D512F5D39F" xlink:to="lab_us-gaap_BankLoanObligationsMember_C3C14CFBC4F424B89A0425D512F5D39F" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherLongTermInvestmentsMember_442C22A918B2B42E2DA425D512F5F8CB_verboseLabel_en-US" xlink:label="lab_us-gaap_OtherLongTermInvestmentsMember_442C22A918B2B42E2DA425D512F5F8CB" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Other invested assets</link:label>
    <link:label id="lab_us-gaap_OtherLongTermInvestmentsMember_442C22A918B2B42E2DA425D512F5F8CB_label_en-US" xlink:label="lab_us-gaap_OtherLongTermInvestmentsMember_442C22A918B2B42E2DA425D512F5F8CB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Long-term Investments [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherLongTermInvestmentsMember" xlink:label="loc_us-gaap_OtherLongTermInvestmentsMember_442C22A918B2B42E2DA425D512F5F8CB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherLongTermInvestmentsMember_442C22A918B2B42E2DA425D512F5F8CB" xlink:to="lab_us-gaap_OtherLongTermInvestmentsMember_442C22A918B2B42E2DA425D512F5F8CB" xlink:type="arc" />
    <link:label id="lab_us-gaap_CashAndCashEquivalentsMember_ED622CD90ED355DC838025D512F58923_verboseLabel_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsMember_ED622CD90ED355DC838025D512F58923" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Cash, cash equivalents, short-term investments, and other</link:label>
    <link:label id="lab_us-gaap_CashAndCashEquivalentsMember_ED622CD90ED355DC838025D512F58923_label_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsMember_ED622CD90ED355DC838025D512F58923" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cash and Cash Equivalents [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CashAndCashEquivalentsMember" xlink:label="loc_us-gaap_CashAndCashEquivalentsMember_ED622CD90ED355DC838025D512F58923" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CashAndCashEquivalentsMember_ED622CD90ED355DC838025D512F58923" xlink:to="lab_us-gaap_CashAndCashEquivalentsMember_ED622CD90ED355DC838025D512F58923" xlink:type="arc" />
    <link:label id="lab_jrvr_TradingGainsLossesMember_CEE6F3B0B9C1C5FF265B25D512F50C8E_terseLabel_en-US" xlink:label="lab_jrvr_TradingGainsLossesMember_CEE6F3B0B9C1C5FF265B25D512F50C8E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Trading (losses) gains</link:label>
    <link:label id="lab_jrvr_TradingGainsLossesMember_CEE6F3B0B9C1C5FF265B25D512F50C8E_label_en-US" xlink:label="lab_jrvr_TradingGainsLossesMember_CEE6F3B0B9C1C5FF265B25D512F50C8E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Trading Gains (Losses) [Member]</link:label>
    <link:label id="lab_jrvr_TradingGainsLossesMember_CEE6F3B0B9C1C5FF265B25D512F50C8E_documentation_en-US" xlink:label="lab_jrvr_TradingGainsLossesMember_CEE6F3B0B9C1C5FF265B25D512F50C8E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents unrealized holding loss before gain recognized in the income statement for investments in trading securities.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_TradingGainsLossesMember" xlink:label="loc_jrvr_TradingGainsLossesMember_CEE6F3B0B9C1C5FF265B25D512F50C8E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_TradingGainsLossesMember_CEE6F3B0B9C1C5FF265B25D512F50C8E" xlink:to="lab_jrvr_TradingGainsLossesMember_CEE6F3B0B9C1C5FF265B25D512F50C8E" xlink:type="arc" />
    <link:label id="lab_us-gaap_GrossInvestmentIncomeOperating_5358AEE3308F339F32A325D512F6A639_verboseLabel_en-US" xlink:label="lab_us-gaap_GrossInvestmentIncomeOperating_5358AEE3308F339F32A325D512F6A639" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Gross investment income</link:label>
    <link:label id="lab_us-gaap_GrossInvestmentIncomeOperating_5358AEE3308F339F32A325D512F6A639_label_en-US" xlink:label="lab_us-gaap_GrossInvestmentIncomeOperating_5358AEE3308F339F32A325D512F6A639" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Gross Investment Income, Operating</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_GrossInvestmentIncomeOperating" xlink:label="loc_us-gaap_GrossInvestmentIncomeOperating_5358AEE3308F339F32A325D512F6A639" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_GrossInvestmentIncomeOperating_5358AEE3308F339F32A325D512F6A639" xlink:to="lab_us-gaap_GrossInvestmentIncomeOperating_5358AEE3308F339F32A325D512F6A639" xlink:type="arc" />
    <link:label id="lab_us-gaap_InvestmentIncomeInvestmentExpense_5C14D2AA2F7BF338F21225D512F61EEB_negatedLabel_en-US" xlink:label="lab_us-gaap_InvestmentIncomeInvestmentExpense_5C14D2AA2F7BF338F21225D512F61EEB" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Investment expense</link:label>
    <link:label id="lab_us-gaap_InvestmentIncomeInvestmentExpense_5C14D2AA2F7BF338F21225D512F61EEB_label_en-US" xlink:label="lab_us-gaap_InvestmentIncomeInvestmentExpense_5C14D2AA2F7BF338F21225D512F61EEB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investment Income, Investment Expense</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InvestmentIncomeInvestmentExpense" xlink:label="loc_us-gaap_InvestmentIncomeInvestmentExpense_5C14D2AA2F7BF338F21225D512F61EEB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentIncomeInvestmentExpense_5C14D2AA2F7BF338F21225D512F61EEB" xlink:to="lab_us-gaap_InvestmentIncomeInvestmentExpense_5C14D2AA2F7BF338F21225D512F61EEB" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetInvestmentIncome_DA7DA97904F4EB21406025D512F62926_totalLabel_en-US" xlink:label="lab_us-gaap_NetInvestmentIncome_DA7DA97904F4EB21406025D512F62926" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Net investment income</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetInvestmentIncome" xlink:label="loc_us-gaap_NetInvestmentIncome_DA7DA97904F4EB21406025D512F62926" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetInvestmentIncome_DA7DA97904F4EB21406025D512F62926" xlink:to="lab_us-gaap_NetInvestmentIncome_DA7DA97904F4EB21406025D512F62926" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeTaxDisclosureAbstract_ADA9DBA77E6C7D2B286825D51142BF5F_label_en-US" xlink:label="lab_us-gaap_IncomeTaxDisclosureAbstract_ADA9DBA77E6C7D2B286825D51142BF5F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income Tax Disclosure [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxDisclosureAbstract" xlink:label="loc_us-gaap_IncomeTaxDisclosureAbstract_ADA9DBA77E6C7D2B286825D51142BF5F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeTaxDisclosureAbstract_ADA9DBA77E6C7D2B286825D51142BF5F" xlink:to="lab_us-gaap_IncomeTaxDisclosureAbstract_ADA9DBA77E6C7D2B286825D51142BF5F" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeTaxExpenseBenefitContinuingOperationsIncomeTaxReconciliationAbstract_132393B477CF3B3C697325D51142C7D4_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxExpenseBenefitContinuingOperationsIncomeTaxReconciliationAbstract_132393B477CF3B3C697325D51142C7D4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Amount [Abstract]</link:label>
    <link:label id="lab_us-gaap_IncomeTaxExpenseBenefitContinuingOperationsIncomeTaxReconciliationAbstract_132393B477CF3B3C697325D51142C7D4_label_en-US" xlink:label="lab_us-gaap_IncomeTaxExpenseBenefitContinuingOperationsIncomeTaxReconciliationAbstract_132393B477CF3B3C697325D51142C7D4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Effective Income Tax Rate Reconciliation, Amount [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxExpenseBenefitContinuingOperationsIncomeTaxReconciliationAbstract" xlink:label="loc_us-gaap_IncomeTaxExpenseBenefitContinuingOperationsIncomeTaxReconciliationAbstract_132393B477CF3B3C697325D51142C7D4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeTaxExpenseBenefitContinuingOperationsIncomeTaxReconciliationAbstract_132393B477CF3B3C697325D51142C7D4" xlink:to="lab_us-gaap_IncomeTaxExpenseBenefitContinuingOperationsIncomeTaxReconciliationAbstract_132393B477CF3B3C697325D51142C7D4" xlink:type="arc" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AvailableForSaleDebtSecuritiesAmortizedCostBasis" xlink:label="loc_us-gaap_AvailableForSaleDebtSecuritiesAmortizedCostBasis_392BB063C4B7EC68762525D513B04CF5" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_TradingSecuritiesDebtAmortizedCost" xlink:label="loc_us-gaap_TradingSecuritiesDebtAmortizedCost_1D64B446BC9F73485A0625D513B06074" xlink:type="locator" />
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    <link:label id="lab_us-gaap_IntangibleAssetsGrossExcludingGoodwill_B1C0D229FAD95251BB2225D512A04F08_totalLabel_en-US" xlink:label="lab_us-gaap_IntangibleAssetsGrossExcludingGoodwill_B1C0D229FAD95251BB2225D512A04F08" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total intangible assets, gross</link:label>
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    <link:label id="lab_us-gaap_FiniteLivedIntangibleAssetUsefulLife_2CF19D2238AB95533F8225D512A08DC7_label_en-US" xlink:label="lab_us-gaap_FiniteLivedIntangibleAssetUsefulLife_2CF19D2238AB95533F8225D512A08DC7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Finite-Lived Intangible Asset, Useful Life</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FiniteLivedIntangibleAssetUsefulLife" xlink:label="loc_us-gaap_FiniteLivedIntangibleAssetUsefulLife_2CF19D2238AB95533F8225D512A08DC7" xlink:type="locator" />
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    <link:label id="lab_jrvr_StatutoryMattersAbstract_A18384A6C563D99933D425D50F71DDF5_label_en-US" xlink:label="lab_jrvr_StatutoryMattersAbstract_A18384A6C563D99933D425D50F71DDF5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Statutory Matters [Abstract]</link:label>
    <link:label id="lab_jrvr_StatutoryMattersAbstract_A18384A6C563D99933D425D50F71DDF5_documentation_en-US" xlink:label="lab_jrvr_StatutoryMattersAbstract_A18384A6C563D99933D425D50F71DDF5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Statutory Matters</link:label>
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    <link:label id="lab_us-gaap_StatutoryAccountingPracticesStatutoryCapitalAndSurplusRequired_B557FDAD67E6E9DD6E7525D50F79FCC1_terseLabel_en-US" xlink:label="lab_us-gaap_StatutoryAccountingPracticesStatutoryCapitalAndSurplusRequired_B557FDAD67E6E9DD6E7525D50F79FCC1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Minimum statutory solvency margin</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StatutoryAccountingPracticesStatutoryCapitalAndSurplusRequired_B557FDAD67E6E9DD6E7525D50F79FCC1" xlink:to="lab_us-gaap_StatutoryAccountingPracticesStatutoryCapitalAndSurplusRequired_B557FDAD67E6E9DD6E7525D50F79FCC1" xlink:type="arc" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatutoryAccountingPracticesStatutoryCapitalAndSurplusBalance" xlink:label="loc_us-gaap_StatutoryAccountingPracticesStatutoryCapitalAndSurplusBalance_7C7D3A5366CE1ABBE2D925D50F79FA35" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StatutoryAccountingPracticesStatutoryCapitalAndSurplusBalance_7C7D3A5366CE1ABBE2D925D50F79FA35" xlink:to="lab_us-gaap_StatutoryAccountingPracticesStatutoryCapitalAndSurplusBalance_7C7D3A5366CE1ABBE2D925D50F79FA35" xlink:type="arc" />
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    <link:label id="lab_us-gaap_StatutoryAccountingPracticesStatutoryNetIncomeAmount_5559353C40D0F5A7AF7A25D50F791B75_label_en-US" xlink:label="lab_us-gaap_StatutoryAccountingPracticesStatutoryNetIncomeAmount_5559353C40D0F5A7AF7A25D50F791B75" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Statutory Accounting Practices, Statutory Net Income Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatutoryAccountingPracticesStatutoryNetIncomeAmount" xlink:label="loc_us-gaap_StatutoryAccountingPracticesStatutoryNetIncomeAmount_5559353C40D0F5A7AF7A25D50F791B75" xlink:type="locator" />
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    <link:label id="lab_jrvr_MinimumLiquidityRatio_B85FAE9E59AE9F930CC625D50F79DA1B_verboseLabel_en-US" xlink:label="lab_jrvr_MinimumLiquidityRatio_B85FAE9E59AE9F930CC625D50F79DA1B" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Minimum liquidity ratio</link:label>
    <link:label id="lab_jrvr_MinimumLiquidityRatio_B85FAE9E59AE9F930CC625D50F79DA1B_label_en-US" xlink:label="lab_jrvr_MinimumLiquidityRatio_B85FAE9E59AE9F930CC625D50F79DA1B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Minimum Liquidity Ratio</link:label>
    <link:label id="lab_jrvr_MinimumLiquidityRatio_B85FAE9E59AE9F930CC625D50F79DA1B_documentation_en-US" xlink:label="lab_jrvr_MinimumLiquidityRatio_B85FAE9E59AE9F930CC625D50F79DA1B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents minimum liquidity ratio required to be maintained.</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCreditFacilityTable" xlink:label="loc_us-gaap_LineOfCreditFacilityTable_438F8C59219B7A26959D25D511D521E0" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DebtInstrumentNameDomain_1816435A44145A5F603B25D511D6786A_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentNameDomain_1816435A44145A5F603B25D511D6786A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Name [Domain]</link:label>
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    <link:label id="lab_jrvr_A2013FacilityMember_A6F8DCE29E47397A9C9B25D511D691C5_terseLabel_en-US" xlink:label="lab_jrvr_A2013FacilityMember_A6F8DCE29E47397A9C9B25D511D691C5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2013 Facility</link:label>
    <link:label id="lab_jrvr_A2013FacilityMember_A6F8DCE29E47397A9C9B25D511D691C5_label_en-US" xlink:label="lab_jrvr_A2013FacilityMember_A6F8DCE29E47397A9C9B25D511D691C5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">2013 Facility [Member]</link:label>
    <link:label id="lab_jrvr_A2013FacilityMember_A6F8DCE29E47397A9C9B25D511D691C5_documentation_en-US" xlink:label="lab_jrvr_A2013FacilityMember_A6F8DCE29E47397A9C9B25D511D691C5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents letter of credit facility 102.5 million.</link:label>
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    <link:label id="lab_jrvr_A2017FacilityMember_13FBC57BB9B88F38065925D511D795C9_terseLabel_en-US" xlink:label="lab_jrvr_A2017FacilityMember_13FBC57BB9B88F38065925D511D795C9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2017 Facility</link:label>
    <link:label id="lab_jrvr_A2017FacilityMember_13FBC57BB9B88F38065925D511D795C9_label_en-US" xlink:label="lab_jrvr_A2017FacilityMember_13FBC57BB9B88F38065925D511D795C9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">2017 Facility [Member]</link:label>
    <link:label id="lab_jrvr_A2017FacilityMember_13FBC57BB9B88F38065925D511D795C9_documentation_en-US" xlink:label="lab_jrvr_A2017FacilityMember_13FBC57BB9B88F38065925D511D795C9" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">2017 Facility</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_A2017FacilityMember" xlink:label="loc_jrvr_A2017FacilityMember_13FBC57BB9B88F38065925D511D795C9" xlink:type="locator" />
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    <link:label id="lab_jrvr_JamesRiverGroupSeniorDebtMember_BED895F9B451ADC0C7F325D511D7F3EC_terseLabel_en-US" xlink:label="lab_jrvr_JamesRiverGroupSeniorDebtMember_BED895F9B451ADC0C7F325D511D7F3EC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">James River Group Senior Debt</link:label>
    <link:label id="lab_jrvr_JamesRiverGroupSeniorDebtMember_BED895F9B451ADC0C7F325D511D7F3EC_label_en-US" xlink:label="lab_jrvr_JamesRiverGroupSeniorDebtMember_BED895F9B451ADC0C7F325D511D7F3EC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">James River Group Senior Debt [Member]</link:label>
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    <link:label id="lab_us-gaap_LongtermDebtTypeDomain_97F9C645CA57C0262CC625D511D8CFA9_label_en-US" xlink:label="lab_us-gaap_LongtermDebtTypeDomain_97F9C645CA57C0262CC625D511D8CFA9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt, Type [Domain]</link:label>
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    <link:label id="lab_us-gaap_LineOfCredit_B53CB544A9F1E97825BB25D511DB39F0_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCredit_B53CB544A9F1E97825BB25D511DB39F0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Amount outstanding on line of credit</link:label>
    <link:label id="lab_us-gaap_LineOfCredit_B53CB544A9F1E97825BB25D511DB39F0_label_en-US" xlink:label="lab_us-gaap_LineOfCredit_B53CB544A9F1E97825BB25D511DB39F0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Line of Credit</link:label>
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    <link:label id="lab_jrvr_CommitmentToLend_787DBA3F3DCA1CE3305325D511DBAB1F_label_en-US" xlink:label="lab_jrvr_CommitmentToLend_787DBA3F3DCA1CE3305325D511DBAB1F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Commitment To Lend</link:label>
    <link:label id="lab_jrvr_CommitmentToLend_787DBA3F3DCA1CE3305325D511DBAB1F_documentation_en-US" xlink:label="lab_jrvr_CommitmentToLend_787DBA3F3DCA1CE3305325D511DBAB1F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents amount commitment to lend.</link:label>
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    <link:label id="lab_us-gaap_DebtInstrumentFaceAmount_6ABE6491488CB2C1D13425D511DBFDC6_verboseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentFaceAmount_6ABE6491488CB2C1D13425D511DBFDC6" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Principal amount of Senior Debt</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentFaceAmount_6ABE6491488CB2C1D13425D511DBFDC6_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentFaceAmount_6ABE6491488CB2C1D13425D511DBFDC6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Face Amount</link:label>
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    <link:label id="lab_us-gaap_StatementOfCashFlowsAbstract_652E6D36028B6EDEEC7025D513739453_label_en-US" xlink:label="lab_us-gaap_StatementOfCashFlowsAbstract_652E6D36028B6EDEEC7025D513739453" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Statement of Cash Flows [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatementOfCashFlowsAbstract" xlink:label="loc_us-gaap_StatementOfCashFlowsAbstract_652E6D36028B6EDEEC7025D513739453" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetCashProvidedByUsedInOperatingActivitiesContinuingOperationsAbstract" xlink:label="loc_us-gaap_NetCashProvidedByUsedInOperatingActivitiesContinuingOperationsAbstract_8D9828F51FAA1DBD98CE25D513739E39" xlink:type="locator" />
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    <link:label id="lab_us-gaap_NetIncomeLoss_032A345EA9E9614074F525D51374DB18_terseLabel_en-US" xlink:label="lab_us-gaap_NetIncomeLoss_032A345EA9E9614074F525D51374DB18" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Net income</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetIncomeLoss" xlink:label="loc_us-gaap_NetIncomeLoss_032A345EA9E9614074F525D51374DB18" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract" xlink:label="loc_us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract_7E44A5A34550E8DA547B25D51374ACB2" xlink:type="locator" />
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    <link:label id="lab_jrvr_DeferredPolicyAcquisitionCost_4103487F4FB04AB3D1CD25D51374C202_verboseLabel_en-US" xlink:label="lab_jrvr_DeferredPolicyAcquisitionCost_4103487F4FB04AB3D1CD25D51374C202" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Deferred policy acquisition costs</link:label>
    <link:label id="lab_jrvr_DeferredPolicyAcquisitionCost_4103487F4FB04AB3D1CD25D51374C202_label_en-US" xlink:label="lab_jrvr_DeferredPolicyAcquisitionCost_4103487F4FB04AB3D1CD25D51374C202" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Policy Acquisition Cost</link:label>
    <link:label id="lab_jrvr_DeferredPolicyAcquisitionCost_4103487F4FB04AB3D1CD25D51374C202_documentation_en-US" xlink:label="lab_jrvr_DeferredPolicyAcquisitionCost_4103487F4FB04AB3D1CD25D51374C202" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents costs related to successful acquisition of insurance that are deferred.</link:label>
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    <link:label id="lab_jrvr_AmortizationOfPolicyAcquisitionCosts_CA4681D6FBEAF9311D1C25D51375D6EF_documentation_en-US" xlink:label="lab_jrvr_AmortizationOfPolicyAcquisitionCosts_CA4681D6FBEAF9311D1C25D51375D6EF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents amortization of policy acquisition costs.</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_AmortizationOfPolicyAcquisitionCosts_CA4681D6FBEAF9311D1C25D51375D6EF" xlink:to="lab_jrvr_AmortizationOfPolicyAcquisitionCosts_CA4681D6FBEAF9311D1C25D51375D6EF" xlink:type="arc" />
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    <link:label id="lab_us-gaap_MarketableSecuritiesRealizedGainLoss_21B32D69D22EFFE45ACD25D5137575D5_label_en-US" xlink:label="lab_us-gaap_MarketableSecuritiesRealizedGainLoss_21B32D69D22EFFE45ACD25D5137575D5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Marketable Securities, Realized Gain (Loss)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MarketableSecuritiesRealizedGainLoss" xlink:label="loc_us-gaap_MarketableSecuritiesRealizedGainLoss_21B32D69D22EFFE45ACD25D5137575D5" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeLossFromEquityMethodInvestments" xlink:label="loc_us-gaap_IncomeLossFromEquityMethodInvestments_C3DA9E183F83C7A49E0B25D513755333" xlink:type="locator" />
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    <link:label id="lab_us-gaap_IncreaseDecreaseInTradingSecurities_7235B5FCD29C03BA543925D513759875_negatedLabel_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInTradingSecurities_7235B5FCD29C03BA543925D513759875" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Trading securities purchases, sales, and maturities, net</link:label>
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    <link:label id="lab_us-gaap_ProceedsFromMaturitiesPrepaymentsAndCallsOfAvailableForSaleSecurities_FF14BDB28F760992BBD825D5137949ED_verboseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromMaturitiesPrepaymentsAndCallsOfAvailableForSaleSecurities_FF14BDB28F760992BBD825D5137949ED" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Maturities and calls &#8211; fixed maturity securities</link:label>
    <link:label id="lab_us-gaap_ProceedsFromMaturitiesPrepaymentsAndCallsOfAvailableForSaleSecurities_FF14BDB28F760992BBD825D5137949ED_label_en-US" xlink:label="lab_us-gaap_ProceedsFromMaturitiesPrepaymentsAndCallsOfAvailableForSaleSecurities_FF14BDB28F760992BBD825D5137949ED" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Proceeds from Maturities, Prepayments and Calls of Debt Securities, Available-for-sale</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromMaturitiesPrepaymentsAndCallsOfAvailableForSaleSecurities" xlink:label="loc_us-gaap_ProceedsFromMaturitiesPrepaymentsAndCallsOfAvailableForSaleSecurities_FF14BDB28F760992BBD825D5137949ED" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProceedsFromMaturitiesPrepaymentsAndCallsOfAvailableForSaleSecurities_FF14BDB28F760992BBD825D5137949ED" xlink:to="lab_us-gaap_ProceedsFromMaturitiesPrepaymentsAndCallsOfAvailableForSaleSecurities_FF14BDB28F760992BBD825D5137949ED" xlink:type="arc" />
    <link:label id="lab_us-gaap_PaymentsToAcquireTradingSecuritiesHeldforinvestment_2A503001891F8814ED6E25D513790248_negatedLabel_en-US" xlink:label="lab_us-gaap_PaymentsToAcquireTradingSecuritiesHeldforinvestment_2A503001891F8814ED6E25D513790248" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Purchases &#8211; equity securities</link:label>
    <link:label id="lab_us-gaap_PaymentsToAcquireTradingSecuritiesHeldforinvestment_2A503001891F8814ED6E25D513790248_label_en-US" xlink:label="lab_us-gaap_PaymentsToAcquireTradingSecuritiesHeldforinvestment_2A503001891F8814ED6E25D513790248" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments to Acquire Trading Securities Held-for-investment</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PaymentsToAcquireTradingSecuritiesHeldforinvestment" xlink:label="loc_us-gaap_PaymentsToAcquireTradingSecuritiesHeldforinvestment_2A503001891F8814ED6E25D513790248" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PaymentsToAcquireTradingSecuritiesHeldforinvestment_2A503001891F8814ED6E25D513790248" xlink:to="lab_us-gaap_PaymentsToAcquireTradingSecuritiesHeldforinvestment_2A503001891F8814ED6E25D513790248" xlink:type="arc" />
    <link:label id="lab_us-gaap_ProceedsFromSaleOfTradingSecuritiesHeldforinvestment_A096B486A4A4C522CEAE25D513799505_verboseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromSaleOfTradingSecuritiesHeldforinvestment_A096B486A4A4C522CEAE25D513799505" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Sales &#8211; equity securities</link:label>
    <link:label id="lab_us-gaap_ProceedsFromSaleOfTradingSecuritiesHeldforinvestment_A096B486A4A4C522CEAE25D513799505_label_en-US" xlink:label="lab_us-gaap_ProceedsFromSaleOfTradingSecuritiesHeldforinvestment_A096B486A4A4C522CEAE25D513799505" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Proceeds from Sale of Debt and Equity Securities, FV-NI, Held-for-investment</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromSaleOfTradingSecuritiesHeldforinvestment" xlink:label="loc_us-gaap_ProceedsFromSaleOfTradingSecuritiesHeldforinvestment_A096B486A4A4C522CEAE25D513799505" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProceedsFromSaleOfTradingSecuritiesHeldforinvestment_A096B486A4A4C522CEAE25D513799505" xlink:to="lab_us-gaap_ProceedsFromSaleOfTradingSecuritiesHeldforinvestment_A096B486A4A4C522CEAE25D513799505" xlink:type="arc" />
    <link:label id="lab_jrvr_BankLoanParticipationsAbstract_C9D0FF5A73B61365C61425D513792D84_verboseLabel_en-US" xlink:label="lab_jrvr_BankLoanParticipationsAbstract_C9D0FF5A73B61365C61425D513792D84" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Bank loan participations:</link:label>
    <link:label id="lab_jrvr_BankLoanParticipationsAbstract_C9D0FF5A73B61365C61425D513792D84_label_en-US" xlink:label="lab_jrvr_BankLoanParticipationsAbstract_C9D0FF5A73B61365C61425D513792D84" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Bank Loan Participations [Abstract]</link:label>
    <link:label id="lab_jrvr_BankLoanParticipationsAbstract_C9D0FF5A73B61365C61425D513792D84_documentation_en-US" xlink:label="lab_jrvr_BankLoanParticipationsAbstract_C9D0FF5A73B61365C61425D513792D84" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US" />
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_BankLoanParticipationsAbstract" xlink:label="loc_jrvr_BankLoanParticipationsAbstract_C9D0FF5A73B61365C61425D513792D84" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_BankLoanParticipationsAbstract_C9D0FF5A73B61365C61425D513792D84" xlink:to="lab_jrvr_BankLoanParticipationsAbstract_C9D0FF5A73B61365C61425D513792D84" xlink:type="arc" />
    <link:label id="lab_jrvr_PaymentToAcquireBankLoanParticipations_B9143FC8F6AA58410B2925D513799CBD_negatedLabel_en-US" xlink:label="lab_jrvr_PaymentToAcquireBankLoanParticipations_B9143FC8F6AA58410B2925D513799CBD" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Purchases</link:label>
    <link:label id="lab_jrvr_PaymentToAcquireBankLoanParticipations_B9143FC8F6AA58410B2925D513799CBD_label_en-US" xlink:label="lab_jrvr_PaymentToAcquireBankLoanParticipations_B9143FC8F6AA58410B2925D513799CBD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payment To Acquire Bank Loan Participations</link:label>
    <link:label id="lab_jrvr_PaymentToAcquireBankLoanParticipations_B9143FC8F6AA58410B2925D513799CBD_documentation_en-US" xlink:label="lab_jrvr_PaymentToAcquireBankLoanParticipations_B9143FC8F6AA58410B2925D513799CBD" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents payment to acquire Bank loan participations.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_PaymentToAcquireBankLoanParticipations" xlink:label="loc_jrvr_PaymentToAcquireBankLoanParticipations_B9143FC8F6AA58410B2925D513799CBD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_PaymentToAcquireBankLoanParticipations_B9143FC8F6AA58410B2925D513799CBD" xlink:to="lab_jrvr_PaymentToAcquireBankLoanParticipations_B9143FC8F6AA58410B2925D513799CBD" xlink:type="arc" />
    <link:label id="lab_jrvr_ProceedsFromBankLoanParticipations_3232BAE7BFBE00B7250C25D5137AA309_verboseLabel_en-US" xlink:label="lab_jrvr_ProceedsFromBankLoanParticipations_3232BAE7BFBE00B7250C25D5137AA309" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Sales</link:label>
    <link:label id="lab_jrvr_ProceedsFromBankLoanParticipations_3232BAE7BFBE00B7250C25D5137AA309_label_en-US" xlink:label="lab_jrvr_ProceedsFromBankLoanParticipations_3232BAE7BFBE00B7250C25D5137AA309" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Proceeds From Bank Loan Participations</link:label>
    <link:label id="lab_jrvr_ProceedsFromBankLoanParticipations_3232BAE7BFBE00B7250C25D5137AA309_documentation_en-US" xlink:label="lab_jrvr_ProceedsFromBankLoanParticipations_3232BAE7BFBE00B7250C25D5137AA309" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents cash inflow from sales of bank loan participations.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_ProceedsFromBankLoanParticipations" xlink:label="loc_jrvr_ProceedsFromBankLoanParticipations_3232BAE7BFBE00B7250C25D5137AA309" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ProceedsFromBankLoanParticipations_3232BAE7BFBE00B7250C25D5137AA309" xlink:to="lab_jrvr_ProceedsFromBankLoanParticipations_3232BAE7BFBE00B7250C25D5137AA309" xlink:type="arc" />
    <link:label id="lab_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_A51E679900FE7EBCB5CF25D5137AAE98_verboseLabel_en-US" xlink:label="lab_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_A51E679900FE7EBCB5CF25D5137AAE98" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Maturities</link:label>
    <link:label id="lab_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_A51E679900FE7EBCB5CF25D5137AAE98_label_en-US" xlink:label="lab_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_A51E679900FE7EBCB5CF25D5137AAE98" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Proceeds From Maturities From Bank Loan Participations</link:label>
    <link:label id="lab_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_A51E679900FE7EBCB5CF25D5137AAE98_documentation_en-US" xlink:label="lab_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_A51E679900FE7EBCB5CF25D5137AAE98" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents cash inflow from maturities of bank loan participations.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_ProceedsFromMaturitiesOfBankLoanParticipations" xlink:label="loc_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_A51E679900FE7EBCB5CF25D5137AAE98" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_A51E679900FE7EBCB5CF25D5137AAE98" xlink:to="lab_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_A51E679900FE7EBCB5CF25D5137AAE98" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherInvestmentsAbstract_B88D6D39900B249E27A725D5137A1D8D_verboseLabel_en-US" xlink:label="lab_us-gaap_OtherInvestmentsAbstract_B88D6D39900B249E27A725D5137A1D8D" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Other invested assets:</link:label>
    <link:label id="lab_us-gaap_OtherInvestmentsAbstract_B88D6D39900B249E27A725D5137A1D8D_label_en-US" xlink:label="lab_us-gaap_OtherInvestmentsAbstract_B88D6D39900B249E27A725D5137A1D8D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Investments [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherInvestmentsAbstract" xlink:label="loc_us-gaap_OtherInvestmentsAbstract_B88D6D39900B249E27A725D5137A1D8D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherInvestmentsAbstract_B88D6D39900B249E27A725D5137A1D8D" xlink:to="lab_us-gaap_OtherInvestmentsAbstract_B88D6D39900B249E27A725D5137A1D8D" xlink:type="arc" />
    <link:label id="lab_us-gaap_PaymentsToAcquireOtherInvestments_6340F6C5EE58C783710325D5137A51EF_negatedLabel_en-US" xlink:label="lab_us-gaap_PaymentsToAcquireOtherInvestments_6340F6C5EE58C783710325D5137A51EF" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Purchases</link:label>
    <link:label id="lab_us-gaap_PaymentsToAcquireOtherInvestments_6340F6C5EE58C783710325D5137A51EF_label_en-US" xlink:label="lab_us-gaap_PaymentsToAcquireOtherInvestments_6340F6C5EE58C783710325D5137A51EF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments to Acquire Other Investments</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PaymentsToAcquireOtherInvestments" xlink:label="loc_us-gaap_PaymentsToAcquireOtherInvestments_6340F6C5EE58C783710325D5137A51EF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PaymentsToAcquireOtherInvestments_6340F6C5EE58C783710325D5137A51EF" xlink:to="lab_us-gaap_PaymentsToAcquireOtherInvestments_6340F6C5EE58C783710325D5137A51EF" xlink:type="arc" />
    <link:label id="lab_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_A42798272181EC8D36B125D5137B5BD4_verboseLabel_en-US" xlink:label="lab_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_A42798272181EC8D36B125D5137B5BD4" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Return of capital</link:label>
    <link:label id="lab_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_A42798272181EC8D36B125D5137B5BD4_label_en-US" xlink:label="lab_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_A42798272181EC8D36B125D5137B5BD4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Proceeds From Other Invested Asset Return Of Capital</link:label>
    <link:label id="lab_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_A42798272181EC8D36B125D5137B5BD4_documentation_en-US" xlink:label="lab_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_A42798272181EC8D36B125D5137B5BD4" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents cash inflow from other invested asset return of capital.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital" xlink:label="loc_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_A42798272181EC8D36B125D5137B5BD4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_A42798272181EC8D36B125D5137B5BD4" xlink:to="lab_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_A42798272181EC8D36B125D5137B5BD4" xlink:type="arc" />
    <link:label id="lab_jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets_A2C6280388D8EB16CF0525D5137B243C_verboseLabel_en-US" xlink:label="lab_jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets_A2C6280388D8EB16CF0525D5137B243C" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Maturities and repayments</link:label>
    <link:label id="lab_jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets_A2C6280388D8EB16CF0525D5137B243C_label_en-US" xlink:label="lab_jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets_A2C6280388D8EB16CF0525D5137B243C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Proceeds From Maturities And Repayments Of Other Invested Assets</link:label>
    <link:label id="lab_jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets_A2C6280388D8EB16CF0525D5137B243C_documentation_en-US" xlink:label="lab_jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets_A2C6280388D8EB16CF0525D5137B243C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents proceeds from maturities and repayments of other invested assets.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets" xlink:label="loc_jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets_A2C6280388D8EB16CF0525D5137B243C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets_A2C6280388D8EB16CF0525D5137B243C" xlink:to="lab_jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets_A2C6280388D8EB16CF0525D5137B243C" xlink:type="arc" />
    <link:label id="lab_us-gaap_PaymentsForProceedsFromInvestments_9BC5073EA9775BAAC1B925D5137B34B0_negatedLabel_en-US" xlink:label="lab_us-gaap_PaymentsForProceedsFromInvestments_9BC5073EA9775BAAC1B925D5137B34B0" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Securities receivable or payable, net</link:label>
    <link:label id="lab_us-gaap_PaymentsForProceedsFromInvestments_9BC5073EA9775BAAC1B925D5137B34B0_label_en-US" xlink:label="lab_us-gaap_PaymentsForProceedsFromInvestments_9BC5073EA9775BAAC1B925D5137B34B0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments for (Proceeds from) Investments</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PaymentsForProceedsFromInvestments" xlink:label="loc_us-gaap_PaymentsForProceedsFromInvestments_9BC5073EA9775BAAC1B925D5137B34B0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PaymentsForProceedsFromInvestments_9BC5073EA9775BAAC1B925D5137B34B0" xlink:to="lab_us-gaap_PaymentsForProceedsFromInvestments_9BC5073EA9775BAAC1B925D5137B34B0" xlink:type="arc" />
    <link:label id="lab_us-gaap_PaymentsForProceedsFromShortTermInvestments_6C6E62456EF17310537225D5137B30CF_negatedLabel_en-US" xlink:label="lab_us-gaap_PaymentsForProceedsFromShortTermInvestments_6C6E62456EF17310537225D5137B30CF" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Short-term investments, net</link:label>
    <link:label id="lab_us-gaap_PaymentsForProceedsFromShortTermInvestments_6C6E62456EF17310537225D5137B30CF_label_en-US" xlink:label="lab_us-gaap_PaymentsForProceedsFromShortTermInvestments_6C6E62456EF17310537225D5137B30CF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments for (Proceeds from) Short-term Investments</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeTaxesPaidNet_1F23E2D8BA9CD7E7390925D5137E0164" xlink:to="lab_us-gaap_IncomeTaxesPaidNet_1F23E2D8BA9CD7E7390925D5137E0164" xlink:type="arc" />
    <link:label id="lab_us-gaap_InterestPaidNet_D788D59DDA4F1265FA6425D5137FE60E_terseLabel_en-US" xlink:label="lab_us-gaap_InterestPaidNet_D788D59DDA4F1265FA6425D5137FE60E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Interest paid</link:label>
    <link:label id="lab_us-gaap_InterestPaidNet_D788D59DDA4F1265FA6425D5137FE60E_label_en-US" xlink:label="lab_us-gaap_InterestPaidNet_D788D59DDA4F1265FA6425D5137FE60E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Interest Paid, Excluding Capitalized Interest, Operating Activities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InterestPaidNet" xlink:label="loc_us-gaap_InterestPaidNet_D788D59DDA4F1265FA6425D5137FE60E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InterestPaidNet_D788D59DDA4F1265FA6425D5137FE60E" xlink:to="lab_us-gaap_InterestPaidNet_D788D59DDA4F1265FA6425D5137FE60E" xlink:type="arc" />
    <link:label id="lab_jrvr_OutstandingLossesAndLossAdjustmentExpensesAssumedFromInvoluntaryWorkersCompensationPools_E851C26AF6812B0577CD25D512374B97_terseLabel_en-US" xlink:label="lab_jrvr_OutstandingLossesAndLossAdjustmentExpensesAssumedFromInvoluntaryWorkersCompensationPools_E851C26AF6812B0577CD25D512374B97" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Outstanding losses and loss adjustment expenses assumed from involuntary workers compensation pools</link:label>
    <link:label id="lab_jrvr_OutstandingLossesAndLossAdjustmentExpensesAssumedFromInvoluntaryWorkersCompensationPools_E851C26AF6812B0577CD25D512374B97_label_en-US" xlink:label="lab_jrvr_OutstandingLossesAndLossAdjustmentExpensesAssumedFromInvoluntaryWorkersCompensationPools_E851C26AF6812B0577CD25D512374B97" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Outstanding Losses And Loss Adjustment Expenses Assumed From Involuntary Workers Compensation Pools</link:label>
    <link:label id="lab_jrvr_OutstandingLossesAndLossAdjustmentExpensesAssumedFromInvoluntaryWorkersCompensationPools_E851C26AF6812B0577CD25D512374B97_documentation_en-US" xlink:label="lab_jrvr_OutstandingLossesAndLossAdjustmentExpensesAssumedFromInvoluntaryWorkersCompensationPools_E851C26AF6812B0577CD25D512374B97" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">This element represents amount of outstanding losses and loss adjustment expenses assumed from involuntary workers compensation pools.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_OutstandingLossesAndLossAdjustmentExpensesAssumedFromInvoluntaryWorkersCompensationPools" xlink:label="loc_jrvr_OutstandingLossesAndLossAdjustmentExpensesAssumedFromInvoluntaryWorkersCompensationPools_E851C26AF6812B0577CD25D512374B97" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_OutstandingLossesAndLossAdjustmentExpensesAssumedFromInvoluntaryWorkersCompensationPools_E851C26AF6812B0577CD25D512374B97" xlink:to="lab_jrvr_OutstandingLossesAndLossAdjustmentExpensesAssumedFromInvoluntaryWorkersCompensationPools_E851C26AF6812B0577CD25D512374B97" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShortdurationInsuranceContractsNumberOfReportedClaims_4E577511EC13A6A55E4125D51238EB38_verboseLabel_en-US" xlink:label="lab_us-gaap_ShortdurationInsuranceContractsNumberOfReportedClaims_4E577511EC13A6A55E4125D51238EB38" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Claims outstanding</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShortdurationInsuranceContractsNumberOfReportedClaims" xlink:label="loc_us-gaap_ShortdurationInsuranceContractsNumberOfReportedClaims_4E577511EC13A6A55E4125D51238EB38" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShortdurationInsuranceContractsNumberOfReportedClaims_4E577511EC13A6A55E4125D51238EB38" xlink:to="lab_us-gaap_ShortdurationInsuranceContractsNumberOfReportedClaims_4E577511EC13A6A55E4125D51238EB38" xlink:type="arc" />
    <link:label id="lab_us-gaap_CededCreditRiskTable_A1F7C42C65B0AF8312CC25D511F13356_terseLabel_en-US" xlink:label="lab_us-gaap_CededCreditRiskTable_A1F7C42C65B0AF8312CC25D511F13356" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Ceded Credit Risk [Table]</link:label>
    <link:label id="lab_us-gaap_CededCreditRiskTable_A1F7C42C65B0AF8312CC25D511F13356_label_en-US" xlink:label="lab_us-gaap_CededCreditRiskTable_A1F7C42C65B0AF8312CC25D511F13356" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Ceded Credit Risk [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CededCreditRiskTable" xlink:label="loc_us-gaap_CededCreditRiskTable_A1F7C42C65B0AF8312CC25D511F13356" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CededCreditRiskTable_A1F7C42C65B0AF8312CC25D511F13356" xlink:to="lab_us-gaap_CededCreditRiskTable_A1F7C42C65B0AF8312CC25D511F13356" xlink:type="arc" />
    <link:label id="lab_us-gaap_CededCreditRiskAxis_38A03842898D89593C6425D511F100ED_terseLabel_en-US" xlink:label="lab_us-gaap_CededCreditRiskAxis_38A03842898D89593C6425D511F100ED" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Ceded Credit Risk, Reinsurer [Axis]</link:label>
    <link:label id="lab_us-gaap_CededCreditRiskAxis_38A03842898D89593C6425D511F100ED_label_en-US" xlink:label="lab_us-gaap_CededCreditRiskAxis_38A03842898D89593C6425D511F100ED" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Ceded Credit Risk, Reinsurer [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CededCreditRiskAxis" xlink:label="loc_us-gaap_CededCreditRiskAxis_38A03842898D89593C6425D511F100ED" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CededCreditRiskAxis_38A03842898D89593C6425D511F100ED" xlink:to="lab_us-gaap_CededCreditRiskAxis_38A03842898D89593C6425D511F100ED" xlink:type="arc" />
    <link:label id="lab_us-gaap_CededCreditRiskReinsurerDomain_A51A200AFC4D64AFAAB925D511F21B18_terseLabel_en-US" xlink:label="lab_us-gaap_CededCreditRiskReinsurerDomain_A51A200AFC4D64AFAAB925D511F21B18" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Ceded Credit Risk, Reinsurer [Domain]</link:label>
    <link:label id="lab_us-gaap_CededCreditRiskReinsurerDomain_A51A200AFC4D64AFAAB925D511F21B18_label_en-US" xlink:label="lab_us-gaap_CededCreditRiskReinsurerDomain_A51A200AFC4D64AFAAB925D511F21B18" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Ceded Credit Risk, Reinsurer [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CededCreditRiskReinsurerDomain" xlink:label="loc_us-gaap_CededCreditRiskReinsurerDomain_A51A200AFC4D64AFAAB925D511F21B18" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CededCreditRiskReinsurerDomain_A51A200AFC4D64AFAAB925D511F21B18" xlink:to="lab_us-gaap_CededCreditRiskReinsurerDomain_A51A200AFC4D64AFAAB925D511F21B18" xlink:type="arc" />
    <link:label id="lab_jrvr_CreditRiskReinsurerOneMember_5C4A243A14DB7C74D9F325D511F2A4B3_verboseLabel_en-US" xlink:label="lab_jrvr_CreditRiskReinsurerOneMember_5C4A243A14DB7C74D9F325D511F2A4B3" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Largest reinsurer one</link:label>
    <link:label id="lab_jrvr_CreditRiskReinsurerOneMember_5C4A243A14DB7C74D9F325D511F2A4B3_label_en-US" xlink:label="lab_jrvr_CreditRiskReinsurerOneMember_5C4A243A14DB7C74D9F325D511F2A4B3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Credit Risk Reinsurer One [Member]</link:label>
    <link:label id="lab_jrvr_CreditRiskReinsurerOneMember_5C4A243A14DB7C74D9F325D511F2A4B3_documentation_en-US" xlink:label="lab_jrvr_CreditRiskReinsurerOneMember_5C4A243A14DB7C74D9F325D511F2A4B3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information about credit risk reinsurer one.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_CreditRiskReinsurerOneMember" xlink:label="loc_jrvr_CreditRiskReinsurerOneMember_5C4A243A14DB7C74D9F325D511F2A4B3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_CreditRiskReinsurerOneMember_5C4A243A14DB7C74D9F325D511F2A4B3" xlink:to="lab_jrvr_CreditRiskReinsurerOneMember_5C4A243A14DB7C74D9F325D511F2A4B3" xlink:type="arc" />
    <link:label id="lab_jrvr_CreditRiskReinsurerTwoMember_7647E15AE7FC5525451825D511F2E08B_verboseLabel_en-US" xlink:label="lab_jrvr_CreditRiskReinsurerTwoMember_7647E15AE7FC5525451825D511F2E08B" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Largest reinsurer two</link:label>
    <link:label id="lab_jrvr_CreditRiskReinsurerTwoMember_7647E15AE7FC5525451825D511F2E08B_label_en-US" xlink:label="lab_jrvr_CreditRiskReinsurerTwoMember_7647E15AE7FC5525451825D511F2E08B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Credit Risk Reinsurer Two [Member]</link:label>
    <link:label id="lab_jrvr_CreditRiskReinsurerTwoMember_7647E15AE7FC5525451825D511F2E08B_documentation_en-US" xlink:label="lab_jrvr_CreditRiskReinsurerTwoMember_7647E15AE7FC5525451825D511F2E08B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information about Credit Risk Reinsurer two.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_CreditRiskReinsurerTwoMember" xlink:label="loc_jrvr_CreditRiskReinsurerTwoMember_7647E15AE7FC5525451825D511F2E08B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_CreditRiskReinsurerTwoMember_7647E15AE7FC5525451825D511F2E08B" xlink:to="lab_jrvr_CreditRiskReinsurerTwoMember_7647E15AE7FC5525451825D511F2E08B" xlink:type="arc" />
    <link:label id="lab_jrvr_CreditRiskReinsurerThreeMember_F52633A066D44CB70B3C25D511F39264_verboseLabel_en-US" xlink:label="lab_jrvr_CreditRiskReinsurerThreeMember_F52633A066D44CB70B3C25D511F39264" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Largest reinsurer three</link:label>
    <link:label id="lab_jrvr_CreditRiskReinsurerThreeMember_F52633A066D44CB70B3C25D511F39264_label_en-US" xlink:label="lab_jrvr_CreditRiskReinsurerThreeMember_F52633A066D44CB70B3C25D511F39264" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Credit Risk Reinsurer Three [Member]</link:label>
    <link:label id="lab_jrvr_CreditRiskReinsurerThreeMember_F52633A066D44CB70B3C25D511F39264_documentation_en-US" xlink:label="lab_jrvr_CreditRiskReinsurerThreeMember_F52633A066D44CB70B3C25D511F39264" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information about Credit Risk Reinsurer three.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_CreditRiskReinsurerThreeMember" xlink:label="loc_jrvr_CreditRiskReinsurerThreeMember_F52633A066D44CB70B3C25D511F39264" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_CreditRiskReinsurerThreeMember_F52633A066D44CB70B3C25D511F39264" xlink:to="lab_jrvr_CreditRiskReinsurerThreeMember_F52633A066D44CB70B3C25D511F39264" xlink:type="arc" />
    <link:label id="lab_us-gaap_CededCreditRiskLineItems_80051CA1226254C0276725D511F3D298_terseLabel_en-US" xlink:label="lab_us-gaap_CededCreditRiskLineItems_80051CA1226254C0276725D511F3D298" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Ceded Credit Risk [Line Items]</link:label>
    <link:label id="lab_us-gaap_CededCreditRiskLineItems_80051CA1226254C0276725D511F3D298_label_en-US" xlink:label="lab_us-gaap_CededCreditRiskLineItems_80051CA1226254C0276725D511F3D298" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Ceded Credit Risk [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CededCreditRiskLineItems" xlink:label="loc_us-gaap_CededCreditRiskLineItems_80051CA1226254C0276725D511F3D298" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CededCreditRiskLineItems_80051CA1226254C0276725D511F3D298" xlink:to="lab_us-gaap_CededCreditRiskLineItems_80051CA1226254C0276725D511F3D298" xlink:type="arc" />
    <link:label id="lab_jrvr_ReinsuranceRecoverablesOnUnpaidLossesPercentageOfTotalBalance_87C801BB945CA972BFB125D511F3FA19_verboseLabel_en-US" xlink:label="lab_jrvr_ReinsuranceRecoverablesOnUnpaidLossesPercentageOfTotalBalance_87C801BB945CA972BFB125D511F3FA19" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Percentage of reinsurance recoverables on unpaid losses for 3 largest reinsurers</link:label>
    <link:label id="lab_jrvr_ReinsuranceRecoverablesOnUnpaidLossesPercentageOfTotalBalance_87C801BB945CA972BFB125D511F3FA19_label_en-US" xlink:label="lab_jrvr_ReinsuranceRecoverablesOnUnpaidLossesPercentageOfTotalBalance_87C801BB945CA972BFB125D511F3FA19" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reinsurance Recoverables On Unpaid Losses Percentage Of Total Balance</link:label>
    <link:label id="lab_jrvr_ReinsuranceRecoverablesOnUnpaidLossesPercentageOfTotalBalance_87C801BB945CA972BFB125D511F3FA19_documentation_en-US" xlink:label="lab_jrvr_ReinsuranceRecoverablesOnUnpaidLossesPercentageOfTotalBalance_87C801BB945CA972BFB125D511F3FA19" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents reinsurance recoverables on unpaid losses percentage of total balance.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_ReinsuranceRecoverablesOnUnpaidLossesPercentageOfTotalBalance" xlink:label="loc_jrvr_ReinsuranceRecoverablesOnUnpaidLossesPercentageOfTotalBalance_87C801BB945CA972BFB125D511F3FA19" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ReinsuranceRecoverablesOnUnpaidLossesPercentageOfTotalBalance_87C801BB945CA972BFB125D511F3FA19" xlink:to="lab_jrvr_ReinsuranceRecoverablesOnUnpaidLossesPercentageOfTotalBalance_87C801BB945CA972BFB125D511F3FA19" xlink:type="arc" />
    <link:label id="lab_us-gaap_PrepaidReinsurancePremiums_44337A58FB49480D94D925D511F4E6E4_terseLabel_en-US" xlink:label="lab_us-gaap_PrepaidReinsurancePremiums_44337A58FB49480D94D925D511F4E6E4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Prepaid reinsurance premiums ceded</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PrepaidReinsurancePremiums" xlink:label="loc_us-gaap_PrepaidReinsurancePremiums_44337A58FB49480D94D925D511F4E6E4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PrepaidReinsurancePremiums_44337A58FB49480D94D925D511F4E6E4" xlink:to="lab_us-gaap_PrepaidReinsurancePremiums_44337A58FB49480D94D925D511F4E6E4" xlink:type="arc" />
    <link:label id="lab_jrvr_PrepaidReinsurancePremiumsCededPercentageOfTotalBalance_5C2CEC82CC491CBD0D4425D511F4C08E_verboseLabel_en-US" xlink:label="lab_jrvr_PrepaidReinsurancePremiumsCededPercentageOfTotalBalance_5C2CEC82CC491CBD0D4425D511F4C08E" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Percentage of prepaid reinsurance premiums ceded for 3 largest reinsurers</link:label>
    <link:label id="lab_jrvr_PrepaidReinsurancePremiumsCededPercentageOfTotalBalance_5C2CEC82CC491CBD0D4425D511F4C08E_label_en-US" xlink:label="lab_jrvr_PrepaidReinsurancePremiumsCededPercentageOfTotalBalance_5C2CEC82CC491CBD0D4425D511F4C08E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Prepaid Reinsurance Premiums Ceded Percentage Of Total Balance</link:label>
    <link:label id="lab_jrvr_PrepaidReinsurancePremiumsCededPercentageOfTotalBalance_5C2CEC82CC491CBD0D4425D511F4C08E_documentation_en-US" xlink:label="lab_jrvr_PrepaidReinsurancePremiumsCededPercentageOfTotalBalance_5C2CEC82CC491CBD0D4425D511F4C08E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents prepaid reinsurance premiums ceded as percentage of total balance.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_PrepaidReinsurancePremiumsCededPercentageOfTotalBalance" xlink:label="loc_jrvr_PrepaidReinsurancePremiumsCededPercentageOfTotalBalance_5C2CEC82CC491CBD0D4425D511F4C08E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_PrepaidReinsurancePremiumsCededPercentageOfTotalBalance_5C2CEC82CC491CBD0D4425D511F4C08E" xlink:to="lab_jrvr_PrepaidReinsurancePremiumsCededPercentageOfTotalBalance_5C2CEC82CC491CBD0D4425D511F4C08E" xlink:type="arc" />
    <link:label id="lab_us-gaap_SeveranceCosts1_509FA265A8BBCAF4A5D525D510BC78E0_terseLabel_en-US" xlink:label="lab_us-gaap_SeveranceCosts1_509FA265A8BBCAF4A5D525D510BC78E0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Employee severance</link:label>
    <link:label id="lab_us-gaap_SeveranceCosts1_509FA265A8BBCAF4A5D525D510BC78E0_label_en-US" xlink:label="lab_us-gaap_SeveranceCosts1_509FA265A8BBCAF4A5D525D510BC78E0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Severance Costs</link:label>
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    <link:label id="lab_us-gaap_OtherExpenses_64C1BD8C2758F326B81B25D510BD4141_totalLabel_en-US" xlink:label="lab_us-gaap_OtherExpenses_64C1BD8C2758F326B81B25D510BD4141" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total</link:label>
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    <link:label id="lab_us-gaap_BasisOfAccountingPolicyPolicyTextBlock_BFBD7ADA1E1AF4D13EB125D399322334_label_en-US" xlink:label="lab_us-gaap_BasisOfAccountingPolicyPolicyTextBlock_BFBD7ADA1E1AF4D13EB125D399322334" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Basis of Accounting, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BasisOfAccountingPolicyPolicyTextBlock" xlink:label="loc_us-gaap_BasisOfAccountingPolicyPolicyTextBlock_BFBD7ADA1E1AF4D13EB125D399322334" xlink:type="locator" />
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    <link:label id="lab_us-gaap_UseOfEstimates_FD7BB70E8C837CC7437C25D399332160_label_en-US" xlink:label="lab_us-gaap_UseOfEstimates_FD7BB70E8C837CC7437C25D399332160" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Use of Estimates, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_UseOfEstimates" xlink:label="loc_us-gaap_UseOfEstimates_FD7BB70E8C837CC7437C25D399332160" xlink:type="locator" />
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    <link:label id="lab_us-gaap_MarketableSecuritiesPolicy_C8DAE47D1684D0E4D31025D399342DA2_verboseLabel_en-US" xlink:label="lab_us-gaap_MarketableSecuritiesPolicy_C8DAE47D1684D0E4D31025D399342DA2" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Fixed Maturity and Equity Securities</link:label>
    <link:label id="lab_us-gaap_MarketableSecuritiesPolicy_C8DAE47D1684D0E4D31025D399342DA2_label_en-US" xlink:label="lab_us-gaap_MarketableSecuritiesPolicy_C8DAE47D1684D0E4D31025D399342DA2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Marketable Securities, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MarketableSecuritiesPolicy" xlink:label="loc_us-gaap_MarketableSecuritiesPolicy_C8DAE47D1684D0E4D31025D399342DA2" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FinanceLoanAndLeaseReceivablesHeldForInvestmentPolicy" xlink:label="loc_us-gaap_FinanceLoanAndLeaseReceivablesHeldForInvestmentPolicy_B1241FB93244EE0044C025D39934B67D" xlink:type="locator" />
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    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentPolicyTextBlock_8B0B68F6DC2DCA1BAE3925D39936080E_verboseLabel_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentPolicyTextBlock_8B0B68F6DC2DCA1BAE3925D39936080E" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Property and Equipment, Net</link:label>
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    <link:label id="lab_us-gaap_LiabilityReserveEstimatePolicy_DDE700692889DFCB217925D399373D4A_verboseLabel_en-US" xlink:label="lab_us-gaap_LiabilityReserveEstimatePolicy_DDE700692889DFCB217925D399373D4A" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Reserve for Losses and Loss Adjustment Expenses</link:label>
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    <link:label id="lab_us-gaap_AssetRetirementObligationsPolicy_A7C17C42E548E8DE234525D399377859_verboseLabel_en-US" xlink:label="lab_us-gaap_AssetRetirementObligationsPolicy_A7C17C42E548E8DE234525D399377859" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Financing Obligations</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SummaryOfInvestmentsOtherThanInvestmentsInRelatedPartiesCarryingAmount_C598E2E74EDF5E0E50E025D50EC71991" xlink:to="lab_us-gaap_SummaryOfInvestmentsOtherThanInvestmentsInRelatedPartiesCarryingAmount_C598E2E74EDF5E0E50E025D50EC71991" xlink:type="arc" />
    <link:label id="lab_us-gaap_QuarterlyFinancialDataAbstract_D5157C8424BB736C777825D50EF71DDC_label_en-US" xlink:label="lab_us-gaap_QuarterlyFinancialDataAbstract_D5157C8424BB736C777825D50EF71DDC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Quarterly Financial Data [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_QuarterlyFinancialDataAbstract" xlink:label="loc_us-gaap_QuarterlyFinancialDataAbstract_D5157C8424BB736C777825D50EF71DDC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_QuarterlyFinancialDataAbstract_D5157C8424BB736C777825D50EF71DDC" xlink:to="lab_us-gaap_QuarterlyFinancialDataAbstract_D5157C8424BB736C777825D50EF71DDC" xlink:type="arc" />
    <link:label id="lab_us-gaap_QuarterlyFinancialInformationTextBlock_1EFC364EC2CE74AFCAA525D50EF73787_verboseLabel_en-US" xlink:label="lab_us-gaap_QuarterlyFinancialInformationTextBlock_1EFC364EC2CE74AFCAA525D50EF73787" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Unaudited Selected Quarterly Financial Data</link:label>
    <link:label id="lab_us-gaap_QuarterlyFinancialInformationTextBlock_1EFC364EC2CE74AFCAA525D50EF73787_label_en-US" xlink:label="lab_us-gaap_QuarterlyFinancialInformationTextBlock_1EFC364EC2CE74AFCAA525D50EF73787" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Quarterly Financial Information [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_QuarterlyFinancialInformationTextBlock" xlink:label="loc_us-gaap_QuarterlyFinancialInformationTextBlock_1EFC364EC2CE74AFCAA525D50EF73787" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_QuarterlyFinancialInformationTextBlock_1EFC364EC2CE74AFCAA525D50EF73787" xlink:to="lab_us-gaap_QuarterlyFinancialInformationTextBlock_1EFC364EC2CE74AFCAA525D50EF73787" xlink:type="arc" />
    <link:label id="lab_jrvr_DateOfDeclarationAxis_BC0AF5878B32FADDE35525D5119AE459_terseLabel_en-US" xlink:label="lab_jrvr_DateOfDeclarationAxis_BC0AF5878B32FADDE35525D5119AE459" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Date Of Declaration [Axis]</link:label>
    <link:label id="lab_jrvr_DateOfDeclarationAxis_BC0AF5878B32FADDE35525D5119AE459_label_en-US" xlink:label="lab_jrvr_DateOfDeclarationAxis_BC0AF5878B32FADDE35525D5119AE459" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Date Of Declaration [Axis]</link:label>
    <link:label id="lab_jrvr_DateOfDeclarationAxis_BC0AF5878B32FADDE35525D5119AE459_documentation_en-US" xlink:label="lab_jrvr_DateOfDeclarationAxis_BC0AF5878B32FADDE35525D5119AE459" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information about date of declaration.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_DateOfDeclarationAxis" xlink:label="loc_jrvr_DateOfDeclarationAxis_BC0AF5878B32FADDE35525D5119AE459" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_DateOfDeclarationAxis_BC0AF5878B32FADDE35525D5119AE459" xlink:to="lab_jrvr_DateOfDeclarationAxis_BC0AF5878B32FADDE35525D5119AE459" xlink:type="arc" />
    <link:label id="lab_jrvr_DateOfDeclarationDomain_0A2E492186345557241225D5119AD99A_terseLabel_en-US" xlink:label="lab_jrvr_DateOfDeclarationDomain_0A2E492186345557241225D5119AD99A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Date Of Declaration [Domain]</link:label>
    <link:label id="lab_jrvr_DateOfDeclarationDomain_0A2E492186345557241225D5119AD99A_label_en-US" xlink:label="lab_jrvr_DateOfDeclarationDomain_0A2E492186345557241225D5119AD99A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Date Of Declaration [Domain]</link:label>
    <link:label id="lab_jrvr_DateOfDeclarationDomain_0A2E492186345557241225D5119AD99A_documentation_en-US" xlink:label="lab_jrvr_DateOfDeclarationDomain_0A2E492186345557241225D5119AD99A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information about date of declaration.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_DateOfDeclarationDomain" xlink:label="loc_jrvr_DateOfDeclarationDomain_0A2E492186345557241225D5119AD99A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_DateOfDeclarationDomain_0A2E492186345557241225D5119AD99A" xlink:to="lab_jrvr_DateOfDeclarationDomain_0A2E492186345557241225D5119AD99A" xlink:type="arc" />
    <link:label id="lab_jrvr_DateOfDeclarationNovember12017Member_8C072BBC20C20183597D25D5119B729F_terseLabel_en-US" xlink:label="lab_jrvr_DateOfDeclarationNovember12017Member_8C072BBC20C20183597D25D5119B729F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">November 1, 2017</link:label>
    <link:label id="lab_jrvr_DateOfDeclarationNovember12017Member_8C072BBC20C20183597D25D5119B729F_label_en-US" xlink:label="lab_jrvr_DateOfDeclarationNovember12017Member_8C072BBC20C20183597D25D5119B729F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Date Of Declaration November 1, 2017 [Member]</link:label>
    <link:label id="lab_jrvr_DateOfDeclarationNovember12017Member_8C072BBC20C20183597D25D5119B729F_documentation_en-US" xlink:label="lab_jrvr_DateOfDeclarationNovember12017Member_8C072BBC20C20183597D25D5119B729F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Date Of Declaration November 1, 2017 [Member]</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_DateOfDeclarationNovember12017Member" xlink:label="loc_jrvr_DateOfDeclarationNovember12017Member_8C072BBC20C20183597D25D5119B729F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_DateOfDeclarationNovember12017Member_8C072BBC20C20183597D25D5119B729F" xlink:to="lab_jrvr_DateOfDeclarationNovember12017Member_8C072BBC20C20183597D25D5119B729F" xlink:type="arc" />
    <link:label id="lab_jrvr_DateOfDeclarationNovember12017OneMember_CCDA73B510B285D1AC6025D5119B098C_terseLabel_en-US" xlink:label="lab_jrvr_DateOfDeclarationNovember12017OneMember_CCDA73B510B285D1AC6025D5119B098C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">November 1, 2017</link:label>
    <link:label id="lab_jrvr_DateOfDeclarationNovember12017OneMember_CCDA73B510B285D1AC6025D5119B098C_label_en-US" xlink:label="lab_jrvr_DateOfDeclarationNovember12017OneMember_CCDA73B510B285D1AC6025D5119B098C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Date Of Declaration November 1, 2017 One [Member]</link:label>
    <link:label id="lab_jrvr_DateOfDeclarationNovember12017OneMember_CCDA73B510B285D1AC6025D5119B098C_documentation_en-US" xlink:label="lab_jrvr_DateOfDeclarationNovember12017OneMember_CCDA73B510B285D1AC6025D5119B098C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Date Of Declaration November 1, 2017 One [Member]</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_DateOfDeclarationNovember12017OneMember" xlink:label="loc_jrvr_DateOfDeclarationNovember12017OneMember_CCDA73B510B285D1AC6025D5119B098C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_DateOfDeclarationNovember12017OneMember_CCDA73B510B285D1AC6025D5119B098C" xlink:to="lab_jrvr_DateOfDeclarationNovember12017OneMember_CCDA73B510B285D1AC6025D5119B098C" xlink:type="arc" />
    <link:label id="lab_jrvr_DateOfDeclarationNovember12016Member_D8A2DB644B900835C2DB25D5119BF4F7_verboseLabel_en-US" xlink:label="lab_jrvr_DateOfDeclarationNovember12016Member_D8A2DB644B900835C2DB25D5119BF4F7" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">November 1, 2016</link:label>
    <link:label id="lab_jrvr_DateOfDeclarationNovember12016Member_D8A2DB644B900835C2DB25D5119BF4F7_label_en-US" xlink:label="lab_jrvr_DateOfDeclarationNovember12016Member_D8A2DB644B900835C2DB25D5119BF4F7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Date Of Declaration November 1, 2016 [Member]</link:label>
    <link:label id="lab_jrvr_DateOfDeclarationNovember12016Member_D8A2DB644B900835C2DB25D5119BF4F7_documentation_en-US" xlink:label="lab_jrvr_DateOfDeclarationNovember12016Member_D8A2DB644B900835C2DB25D5119BF4F7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents date of dividend declaration.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_DateOfDeclarationNovember12016Member" xlink:label="loc_jrvr_DateOfDeclarationNovember12016Member_D8A2DB644B900835C2DB25D5119BF4F7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_DateOfDeclarationNovember12016Member_D8A2DB644B900835C2DB25D5119BF4F7" xlink:to="lab_jrvr_DateOfDeclarationNovember12016Member_D8A2DB644B900835C2DB25D5119BF4F7" xlink:type="arc" />
    <link:label id="lab_jrvr_DateOfDeclarationNovember12016OneMember_F523F2608D74975B081B25D5119BBC44_verboseLabel_en-US" xlink:label="lab_jrvr_DateOfDeclarationNovember12016OneMember_F523F2608D74975B081B25D5119BBC44" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">November 1, 2016</link:label>
    <link:label id="lab_jrvr_DateOfDeclarationNovember12016OneMember_F523F2608D74975B081B25D5119BBC44_label_en-US" xlink:label="lab_jrvr_DateOfDeclarationNovember12016OneMember_F523F2608D74975B081B25D5119BBC44" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Date Of Declaration November 1, 2016 One [Member]</link:label>
    <link:label id="lab_jrvr_DateOfDeclarationNovember12016OneMember_F523F2608D74975B081B25D5119BBC44_documentation_en-US" xlink:label="lab_jrvr_DateOfDeclarationNovember12016OneMember_F523F2608D74975B081B25D5119BBC44" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents date of dividend declaration.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_DateOfDeclarationNovember12016OneMember" xlink:label="loc_jrvr_DateOfDeclarationNovember12016OneMember_F523F2608D74975B081B25D5119BBC44" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_DateOfDeclarationNovember12016OneMember_F523F2608D74975B081B25D5119BBC44" xlink:to="lab_jrvr_DateOfDeclarationNovember12016OneMember_F523F2608D74975B081B25D5119BBC44" xlink:type="arc" />
    <link:label id="lab_us-gaap_CommonStockDividendsPerShareDeclared_8EED6B0D823B72FCFEEF25D5119C9B53_terseLabel_en-US" xlink:label="lab_us-gaap_CommonStockDividendsPerShareDeclared_8EED6B0D823B72FCFEEF25D5119C9B53" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Dividend declared per share (in dollars per share)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CommonStockDividendsPerShareDeclared" xlink:label="loc_us-gaap_CommonStockDividendsPerShareDeclared_8EED6B0D823B72FCFEEF25D5119C9B53" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CommonStockDividendsPerShareDeclared_8EED6B0D823B72FCFEEF25D5119C9B53" xlink:to="lab_us-gaap_CommonStockDividendsPerShareDeclared_8EED6B0D823B72FCFEEF25D5119C9B53" xlink:type="arc" />
    <link:label id="lab_us-gaap_DividendsCommonStockCash_8D3D14835EE1B2FAB0D525D5119C1049_terseLabel_en-US" xlink:label="lab_us-gaap_DividendsCommonStockCash_8D3D14835EE1B2FAB0D525D5119C1049" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Total Amount</link:label>
    <link:label id="lab_us-gaap_DividendsCommonStockCash_8D3D14835EE1B2FAB0D525D5119C1049_label_en-US" xlink:label="lab_us-gaap_DividendsCommonStockCash_8D3D14835EE1B2FAB0D525D5119C1049" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Dividends, Common Stock, Cash</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DividendsCommonStockCash" xlink:label="loc_us-gaap_DividendsCommonStockCash_8D3D14835EE1B2FAB0D525D5119C1049" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DividendsCommonStockCash_8D3D14835EE1B2FAB0D525D5119C1049" xlink:to="lab_us-gaap_DividendsCommonStockCash_8D3D14835EE1B2FAB0D525D5119C1049" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfDividendPaymentRestrictionsTextBlock_B4A7CFE254FCB1259B8325D50F6715F5_verboseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfDividendPaymentRestrictionsTextBlock_B4A7CFE254FCB1259B8325D50F6715F5" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Dividend Restrictions</link:label>
    <link:label id="lab_us-gaap_ScheduleOfDividendPaymentRestrictionsTextBlock_B4A7CFE254FCB1259B8325D50F6715F5_label_en-US" xlink:label="lab_us-gaap_ScheduleOfDividendPaymentRestrictionsTextBlock_B4A7CFE254FCB1259B8325D50F6715F5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Dividend Payment Restrictions [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfDividendPaymentRestrictionsTextBlock" xlink:label="loc_us-gaap_ScheduleOfDividendPaymentRestrictionsTextBlock_B4A7CFE254FCB1259B8325D50F6715F5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfDividendPaymentRestrictionsTextBlock_B4A7CFE254FCB1259B8325D50F6715F5" xlink:to="lab_us-gaap_ScheduleOfDividendPaymentRestrictionsTextBlock_B4A7CFE254FCB1259B8325D50F6715F5" xlink:type="arc" />
    <link:label id="lab_invest_InvestmentTextBlock_5EF771F6C11AFDEAB54B25D5133AE4A8_verboseLabel_en-US" xlink:label="lab_invest_InvestmentTextBlock_5EF771F6C11AFDEAB54B25D5133AE4A8" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Investments</link:label>
    <link:label id="lab_invest_InvestmentTextBlock_5EF771F6C11AFDEAB54B25D5133AE4A8_label_en-US" xlink:label="lab_invest_InvestmentTextBlock_5EF771F6C11AFDEAB54B25D5133AE4A8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investment [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.sec.gov/invest/2013/invest-2013-01-31.xsd#invest_InvestmentTextBlock" xlink:label="loc_invest_InvestmentTextBlock_5EF771F6C11AFDEAB54B25D5133AE4A8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_invest_InvestmentTextBlock_5EF771F6C11AFDEAB54B25D5133AE4A8" xlink:to="lab_invest_InvestmentTextBlock_5EF771F6C11AFDEAB54B25D5133AE4A8" xlink:type="arc" />
    <link:label id="lab_jrvr_ContingentLiabilitiesTable_D5270628DAEDCD742A0A25D5109FECC3_terseLabel_en-US" xlink:label="lab_jrvr_ContingentLiabilitiesTable_D5270628DAEDCD742A0A25D5109FECC3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Contingent Liabilities [Table]</link:label>
    <link:label id="lab_jrvr_ContingentLiabilitiesTable_D5270628DAEDCD742A0A25D5109FECC3_label_en-US" xlink:label="lab_jrvr_ContingentLiabilitiesTable_D5270628DAEDCD742A0A25D5109FECC3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Contingent Liabilities [Table]</link:label>
    <link:label id="lab_jrvr_ContingentLiabilitiesTable_D5270628DAEDCD742A0A25D5109FECC3_documentation_en-US" xlink:label="lab_jrvr_ContingentLiabilitiesTable_D5270628DAEDCD742A0A25D5109FECC3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Discloses information about contingent liabilities.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_ContingentLiabilitiesTable" xlink:label="loc_jrvr_ContingentLiabilitiesTable_D5270628DAEDCD742A0A25D5109FECC3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ContingentLiabilitiesTable_D5270628DAEDCD742A0A25D5109FECC3" xlink:to="lab_jrvr_ContingentLiabilitiesTable_D5270628DAEDCD742A0A25D5109FECC3" xlink:type="arc" />
    <link:label id="lab_jrvr_JrgReinsuranceCompanyLtdMember_2F08A44D2A28E6FED6BC25D510A0958D_verboseLabel_en-US" xlink:label="lab_jrvr_JrgReinsuranceCompanyLtdMember_2F08A44D2A28E6FED6BC25D510A0958D" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">JRG Reinsurance Company, Ltd.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_JrgReinsuranceCompanyLtdMember" xlink:label="loc_jrvr_JrgReinsuranceCompanyLtdMember_2F08A44D2A28E6FED6BC25D510A0958D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_JrgReinsuranceCompanyLtdMember_2F08A44D2A28E6FED6BC25D510A0958D" xlink:to="lab_jrvr_JrgReinsuranceCompanyLtdMember_2F08A44D2A28E6FED6BC25D510A0958D" xlink:type="arc" />
    <link:label id="lab_srt_AffiliatedEntityMember_B2C57E9DF17DD8741D7725D510A1F0D5_terseLabel_en-US" xlink:label="lab_srt_AffiliatedEntityMember_B2C57E9DF17DD8741D7725D510A1F0D5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Captive insurance company affiliate of the insured group</link:label>
    <link:label id="lab_srt_AffiliatedEntityMember_B2C57E9DF17DD8741D7725D510A1F0D5_label_en-US" xlink:label="lab_srt_AffiliatedEntityMember_B2C57E9DF17DD8741D7725D510A1F0D5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Affiliated Entity [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_AffiliatedEntityMember" xlink:label="loc_srt_AffiliatedEntityMember_B2C57E9DF17DD8741D7725D510A1F0D5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_AffiliatedEntityMember_B2C57E9DF17DD8741D7725D510A1F0D5" xlink:to="lab_srt_AffiliatedEntityMember_B2C57E9DF17DD8741D7725D510A1F0D5" xlink:type="arc" />
    <link:label id="lab_us-gaap_CreditFacilityAxis_3FDF712651E3868F98D025D510A13747_terseLabel_en-US" xlink:label="lab_us-gaap_CreditFacilityAxis_3FDF712651E3868F98D025D510A13747" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Credit Facility [Axis]</link:label>
    <link:label id="lab_us-gaap_CreditFacilityAxis_3FDF712651E3868F98D025D510A13747_label_en-US" xlink:label="lab_us-gaap_CreditFacilityAxis_3FDF712651E3868F98D025D510A13747" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Credit Facility [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CreditFacilityAxis" xlink:label="loc_us-gaap_CreditFacilityAxis_3FDF712651E3868F98D025D510A13747" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CreditFacilityAxis_3FDF712651E3868F98D025D510A13747" xlink:to="lab_us-gaap_CreditFacilityAxis_3FDF712651E3868F98D025D510A13747" xlink:type="arc" />
    <link:label id="lab_us-gaap_CreditFacilityDomain_9550ACB5782C46CD49E625D510A16099_terseLabel_en-US" xlink:label="lab_us-gaap_CreditFacilityDomain_9550ACB5782C46CD49E625D510A16099" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Credit Facility [Domain]</link:label>
    <link:label id="lab_us-gaap_CreditFacilityDomain_9550ACB5782C46CD49E625D510A16099_label_en-US" xlink:label="lab_us-gaap_CreditFacilityDomain_9550ACB5782C46CD49E625D510A16099" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Credit Facility [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CreditFacilityDomain" xlink:label="loc_us-gaap_CreditFacilityDomain_9550ACB5782C46CD49E625D510A16099" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CreditFacilityDomain_9550ACB5782C46CD49E625D510A16099" xlink:to="lab_us-gaap_CreditFacilityDomain_9550ACB5782C46CD49E625D510A16099" xlink:type="arc" />
    <link:label id="lab_jrvr_LetterOfCredit100MillionMember_226E7BE9D4926B80375A25D510A2211C_verboseLabel_en-US" xlink:label="lab_jrvr_LetterOfCredit100MillionMember_226E7BE9D4926B80375A25D510A2211C" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Letter of credit 100 million</link:label>
    <link:label id="lab_jrvr_LetterOfCredit100MillionMember_226E7BE9D4926B80375A25D510A2211C_label_en-US" xlink:label="lab_jrvr_LetterOfCredit100MillionMember_226E7BE9D4926B80375A25D510A2211C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Letter Of Credit 100 Million [Member]</link:label>
    <link:label id="lab_jrvr_LetterOfCredit100MillionMember_226E7BE9D4926B80375A25D510A2211C_documentation_en-US" xlink:label="lab_jrvr_LetterOfCredit100MillionMember_226E7BE9D4926B80375A25D510A2211C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents letter of credit facility of 100.0 million.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_LetterOfCredit100MillionMember" xlink:label="loc_jrvr_LetterOfCredit100MillionMember_226E7BE9D4926B80375A25D510A2211C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_LetterOfCredit100MillionMember_226E7BE9D4926B80375A25D510A2211C" xlink:to="lab_jrvr_LetterOfCredit100MillionMember_226E7BE9D4926B80375A25D510A2211C" xlink:type="arc" />
    <link:label id="lab_jrvr_A2013FacilityMember_8D64242C0CC491726CB925D510A28EC3_verboseLabel_en-US" xlink:label="lab_jrvr_A2013FacilityMember_8D64242C0CC491726CB925D510A28EC3" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">2013 Facility</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_A2013FacilityMember" xlink:label="loc_jrvr_A2013FacilityMember_8D64242C0CC491726CB925D510A28EC3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_A2013FacilityMember_8D64242C0CC491726CB925D510A28EC3" xlink:to="lab_jrvr_A2013FacilityMember_8D64242C0CC491726CB925D510A28EC3" xlink:type="arc" />
    <link:label id="lab_us-gaap_ComputerSoftwareIntangibleAssetMember_0759CD070EAF35857A7925D510A31944_verboseLabel_en-US" xlink:label="lab_us-gaap_ComputerSoftwareIntangibleAssetMember_0759CD070EAF35857A7925D510A31944" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Policy management software</link:label>
    <link:label id="lab_us-gaap_ComputerSoftwareIntangibleAssetMember_0759CD070EAF35857A7925D510A31944_label_en-US" xlink:label="lab_us-gaap_ComputerSoftwareIntangibleAssetMember_0759CD070EAF35857A7925D510A31944" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Computer Software, Intangible Asset [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ComputerSoftwareIntangibleAssetMember" xlink:label="loc_us-gaap_ComputerSoftwareIntangibleAssetMember_0759CD070EAF35857A7925D510A31944" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ComputerSoftwareIntangibleAssetMember_0759CD070EAF35857A7925D510A31944" xlink:to="lab_us-gaap_ComputerSoftwareIntangibleAssetMember_0759CD070EAF35857A7925D510A31944" xlink:type="arc" />
    <link:label id="lab_jrvr_ContingentLiabilitiesLineItems_EC3188C3EFE579BF4D5E25D510A39F53_terseLabel_en-US" xlink:label="lab_jrvr_ContingentLiabilitiesLineItems_EC3188C3EFE579BF4D5E25D510A39F53" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Contingent Liabilities [Line Items]</link:label>
    <link:label id="lab_jrvr_ContingentLiabilitiesLineItems_EC3188C3EFE579BF4D5E25D510A39F53_label_en-US" xlink:label="lab_jrvr_ContingentLiabilitiesLineItems_EC3188C3EFE579BF4D5E25D510A39F53" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Contingent Liabilities [Line Items]</link:label>
    <link:label id="lab_jrvr_ContingentLiabilitiesLineItems_EC3188C3EFE579BF4D5E25D510A39F53_documentation_en-US" xlink:label="lab_jrvr_ContingentLiabilitiesLineItems_EC3188C3EFE579BF4D5E25D510A39F53" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Line items represent financial concepts included in a table. These concepts are used to disclose reportable information associated with domain members defined in one or many axes to the table.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_ContingentLiabilitiesLineItems" xlink:label="loc_jrvr_ContingentLiabilitiesLineItems_EC3188C3EFE579BF4D5E25D510A39F53" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ContingentLiabilitiesLineItems_EC3188C3EFE579BF4D5E25D510A39F53" xlink:to="lab_jrvr_ContingentLiabilitiesLineItems_EC3188C3EFE579BF4D5E25D510A39F53" xlink:type="arc" />
    <link:label id="lab_us-gaap_LeaseAndRentalExpense_509E6B50B161391E041E25D510A3D7A2_verboseLabel_en-US" xlink:label="lab_us-gaap_LeaseAndRentalExpense_509E6B50B161391E041E25D510A3D7A2" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Rental expense</link:label>
    <link:label id="lab_us-gaap_LeaseAndRentalExpense_509E6B50B161391E041E25D510A3D7A2_label_en-US" xlink:label="lab_us-gaap_LeaseAndRentalExpense_509E6B50B161391E041E25D510A3D7A2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating Leases, Rent Expense</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LeaseAndRentalExpense" xlink:label="loc_us-gaap_LeaseAndRentalExpense_509E6B50B161391E041E25D510A3D7A2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LeaseAndRentalExpense_509E6B50B161391E041E25D510A3D7A2" xlink:to="lab_us-gaap_LeaseAndRentalExpense_509E6B50B161391E041E25D510A3D7A2" xlink:type="arc" />
    <link:label id="lab_jrvr_FutureMinimumLeasePaymentsForBuildingConstructed_60875E0C18056371897E25D510A405BC_verboseLabel_en-US" xlink:label="lab_jrvr_FutureMinimumLeasePaymentsForBuildingConstructed_60875E0C18056371897E25D510A405BC" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Future minimum lease payments for building constructed</link:label>
    <link:label id="lab_jrvr_FutureMinimumLeasePaymentsForBuildingConstructed_60875E0C18056371897E25D510A405BC_label_en-US" xlink:label="lab_jrvr_FutureMinimumLeasePaymentsForBuildingConstructed_60875E0C18056371897E25D510A405BC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Future Minimum Lease Payments For Building Constructed</link:label>
    <link:label id="lab_jrvr_FutureMinimumLeasePaymentsForBuildingConstructed_60875E0C18056371897E25D510A405BC_documentation_en-US" xlink:label="lab_jrvr_FutureMinimumLeasePaymentsForBuildingConstructed_60875E0C18056371897E25D510A405BC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents future minimum lease payments for building constructed.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_FutureMinimumLeasePaymentsForBuildingConstructed" xlink:label="loc_jrvr_FutureMinimumLeasePaymentsForBuildingConstructed_60875E0C18056371897E25D510A405BC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_FutureMinimumLeasePaymentsForBuildingConstructed_60875E0C18056371897E25D510A405BC" xlink:to="lab_jrvr_FutureMinimumLeasePaymentsForBuildingConstructed_60875E0C18056371897E25D510A405BC" xlink:type="arc" />
    <link:label id="lab_us-gaap_OperatingLeasesFutureMinimumPaymentsDue_17331CE82749BACA1F2225D510A4990C_verboseLabel_en-US" xlink:label="lab_us-gaap_OperatingLeasesFutureMinimumPaymentsDue_17331CE82749BACA1F2225D510A4990C" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Total payments under lease</link:label>
    <link:label id="lab_us-gaap_OperatingLeasesFutureMinimumPaymentsDue_17331CE82749BACA1F2225D510A4990C_label_en-US" xlink:label="lab_us-gaap_OperatingLeasesFutureMinimumPaymentsDue_17331CE82749BACA1F2225D510A4990C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating Leases, Future Minimum Payments Due</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeasesFutureMinimumPaymentsDue" xlink:label="loc_us-gaap_OperatingLeasesFutureMinimumPaymentsDue_17331CE82749BACA1F2225D510A4990C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OperatingLeasesFutureMinimumPaymentsDue_17331CE82749BACA1F2225D510A4990C" xlink:to="lab_us-gaap_OperatingLeasesFutureMinimumPaymentsDue_17331CE82749BACA1F2225D510A4990C" xlink:type="arc" />
    <link:label id="lab_jrvr_NumberofLetterofCreditFacilities_74D7AB3C6F52B440DD1425D510A4EE08_terseLabel_en-US" xlink:label="lab_jrvr_NumberofLetterofCreditFacilities_74D7AB3C6F52B440DD1425D510A4EE08" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Letter of credit facilities</link:label>
    <link:label id="lab_jrvr_NumberofLetterofCreditFacilities_74D7AB3C6F52B440DD1425D510A4EE08_label_en-US" xlink:label="lab_jrvr_NumberofLetterofCreditFacilities_74D7AB3C6F52B440DD1425D510A4EE08" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number of Letter of Credit Facilities</link:label>
    <link:label id="lab_jrvr_NumberofLetterofCreditFacilities_74D7AB3C6F52B440DD1425D510A4EE08_documentation_en-US" xlink:label="lab_jrvr_NumberofLetterofCreditFacilities_74D7AB3C6F52B440DD1425D510A4EE08" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Number of Letter of Credit Facilities</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_NumberofLetterofCreditFacilities" xlink:label="loc_jrvr_NumberofLetterofCreditFacilities_74D7AB3C6F52B440DD1425D510A4EE08" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_NumberofLetterofCreditFacilities_74D7AB3C6F52B440DD1425D510A4EE08" xlink:to="lab_jrvr_NumberofLetterofCreditFacilities_74D7AB3C6F52B440DD1425D510A4EE08" xlink:type="arc" />
    <link:label id="lab_us-gaap_OperatingLeasesRentExpenseMinimumRentals_975DF0B62639FFE136A825D510A494A1_verboseLabel_en-US" xlink:label="lab_us-gaap_OperatingLeasesRentExpenseMinimumRentals_975DF0B62639FFE136A825D510A494A1" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Lease payment per year</link:label>
    <link:label id="lab_us-gaap_OperatingLeasesRentExpenseMinimumRentals_975DF0B62639FFE136A825D510A494A1_label_en-US" xlink:label="lab_us-gaap_OperatingLeasesRentExpenseMinimumRentals_975DF0B62639FFE136A825D510A494A1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating Leases, Rent Expense, Minimum Rentals</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeasesRentExpenseMinimumRentals" xlink:label="loc_us-gaap_OperatingLeasesRentExpenseMinimumRentals_975DF0B62639FFE136A825D510A494A1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OperatingLeasesRentExpenseMinimumRentals_975DF0B62639FFE136A825D510A494A1" xlink:to="lab_us-gaap_OperatingLeasesRentExpenseMinimumRentals_975DF0B62639FFE136A825D510A494A1" xlink:type="arc" />
    <link:label id="lab_jrvr_LetterOfCreditFacilityAmount_1E4E9951D093C747FC6F25D510A49F0C_verboseLabel_en-US" xlink:label="lab_jrvr_LetterOfCreditFacilityAmount_1E4E9951D093C747FC6F25D510A49F0C" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Letters of credit facility, amount</link:label>
    <link:label id="lab_jrvr_LetterOfCreditFacilityAmount_1E4E9951D093C747FC6F25D510A49F0C_label_en-US" xlink:label="lab_jrvr_LetterOfCreditFacilityAmount_1E4E9951D093C747FC6F25D510A49F0C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Letter Of Credit Facility Amount</link:label>
    <link:label id="lab_jrvr_LetterOfCreditFacilityAmount_1E4E9951D093C747FC6F25D510A49F0C_documentation_en-US" xlink:label="lab_jrvr_LetterOfCreditFacilityAmount_1E4E9951D093C747FC6F25D510A49F0C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents amount of letter of credit facility.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_LetterOfCreditFacilityAmount" xlink:label="loc_jrvr_LetterOfCreditFacilityAmount_1E4E9951D093C747FC6F25D510A49F0C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_LetterOfCreditFacilityAmount_1E4E9951D093C747FC6F25D510A49F0C" xlink:to="lab_jrvr_LetterOfCreditFacilityAmount_1E4E9951D093C747FC6F25D510A49F0C" xlink:type="arc" />
    <link:label id="lab_us-gaap_LettersOfCreditOutstandingAmount_6827A65FF13D01C3D17D25D510A5EB47_terseLabel_en-US" xlink:label="lab_us-gaap_LettersOfCreditOutstandingAmount_6827A65FF13D01C3D17D25D510A5EB47" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Amount of letters of credit issued</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LettersOfCreditOutstandingAmount" xlink:label="loc_us-gaap_LettersOfCreditOutstandingAmount_6827A65FF13D01C3D17D25D510A5EB47" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LettersOfCreditOutstandingAmount_6827A65FF13D01C3D17D25D510A5EB47" xlink:to="lab_us-gaap_LettersOfCreditOutstandingAmount_6827A65FF13D01C3D17D25D510A5EB47" xlink:type="arc" />
    <link:label id="lab_jrvr_AssetsDepositedForSecuringLettersOfCredit_A6AD9BBD91550CB2F6F425D510A6769F_verboseLabel_en-US" xlink:label="lab_jrvr_AssetsDepositedForSecuringLettersOfCredit_A6AD9BBD91550CB2F6F425D510A6769F" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Assets deposited for securing letters of credit</link:label>
    <link:label id="lab_jrvr_AssetsDepositedForSecuringLettersOfCredit_A6AD9BBD91550CB2F6F425D510A6769F_label_en-US" xlink:label="lab_jrvr_AssetsDepositedForSecuringLettersOfCredit_A6AD9BBD91550CB2F6F425D510A6769F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Assets Deposited For Securing Letters Of Credit</link:label>
    <link:label id="lab_jrvr_AssetsDepositedForSecuringLettersOfCredit_A6AD9BBD91550CB2F6F425D510A6769F_documentation_en-US" xlink:label="lab_jrvr_AssetsDepositedForSecuringLettersOfCredit_A6AD9BBD91550CB2F6F425D510A6769F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents amount of assets deposited for securing letters of credit.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_AssetsDepositedForSecuringLettersOfCredit" xlink:label="loc_jrvr_AssetsDepositedForSecuringLettersOfCredit_A6AD9BBD91550CB2F6F425D510A6769F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_AssetsDepositedForSecuringLettersOfCredit_A6AD9BBD91550CB2F6F425D510A6769F" xlink:to="lab_jrvr_AssetsDepositedForSecuringLettersOfCredit_A6AD9BBD91550CB2F6F425D510A6769F" xlink:type="arc" />
    <link:label id="lab_us-gaap_AssetsHeldInTrust_CE7F1383FA9096E0124425D510A69C2E_verboseLabel_en-US" xlink:label="lab_us-gaap_AssetsHeldInTrust_CE7F1383FA9096E0124425D510A69C2E" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Total amount deposited in trust accounts</link:label>
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    <link:label id="lab_us-gaap_AssetsHeldInTrustCurrent_B68C3BE1178EBDB2EC7E25D510A6B72F_terseLabel_en-US" xlink:label="lab_us-gaap_AssetsHeldInTrustCurrent_B68C3BE1178EBDB2EC7E25D510A6B72F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cash equivalent collateral held in the collateral trust arrangement</link:label>
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    <link:label id="lab_us-gaap_DefinedContributionPlanEmployerMatchingContributionPercentOfMatch_06A50E1C8705240C347225D510B3B7E6_verboseLabel_en-US" xlink:label="lab_us-gaap_DefinedContributionPlanEmployerMatchingContributionPercentOfMatch_06A50E1C8705240C347225D510B3B7E6" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Maximum matching employer contribution</link:label>
    <link:label id="lab_us-gaap_DefinedContributionPlanEmployerMatchingContributionPercentOfMatch_06A50E1C8705240C347225D510B3B7E6_label_en-US" xlink:label="lab_us-gaap_DefinedContributionPlanEmployerMatchingContributionPercentOfMatch_06A50E1C8705240C347225D510B3B7E6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Contribution Plan, Employer Matching Contribution, Percent of Match</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedContributionPlanEmployerMatchingContributionPercentOfMatch" xlink:label="loc_us-gaap_DefinedContributionPlanEmployerMatchingContributionPercentOfMatch_06A50E1C8705240C347225D510B3B7E6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedContributionPlanEmployerMatchingContributionPercentOfMatch_06A50E1C8705240C347225D510B3B7E6" xlink:to="lab_us-gaap_DefinedContributionPlanEmployerMatchingContributionPercentOfMatch_06A50E1C8705240C347225D510B3B7E6" xlink:type="arc" />
    <link:label id="lab_us-gaap_DefinedContributionPlanCostRecognized_A10BFFB5266CF422714625D510B33749_terseLabel_en-US" xlink:label="lab_us-gaap_DefinedContributionPlanCostRecognized_A10BFFB5266CF422714625D510B33749" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Expense associated with Savings Plans</link:label>
    <link:label id="lab_us-gaap_DefinedContributionPlanCostRecognized_A10BFFB5266CF422714625D510B33749_label_en-US" xlink:label="lab_us-gaap_DefinedContributionPlanCostRecognized_A10BFFB5266CF422714625D510B33749" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Contribution Plan, Cost</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedContributionPlanCostRecognized" xlink:label="loc_us-gaap_DefinedContributionPlanCostRecognized_A10BFFB5266CF422714625D510B33749" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DefinedContributionPlanCostRecognized_A10BFFB5266CF422714625D510B33749" xlink:to="lab_us-gaap_DefinedContributionPlanCostRecognized_A10BFFB5266CF422714625D510B33749" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueMeasurementsNonrecurringMember_ED92960DBD3326815CB925D50FC10F12_verboseLabel_en-US" xlink:label="lab_us-gaap_FairValueMeasurementsNonrecurringMember_ED92960DBD3326815CB925D50FC10F12" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Nonrecurring basis</link:label>
    <link:label id="lab_us-gaap_FairValueMeasurementsNonrecurringMember_ED92960DBD3326815CB925D50FC10F12_label_en-US" xlink:label="lab_us-gaap_FairValueMeasurementsNonrecurringMember_ED92960DBD3326815CB925D50FC10F12" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, Measurements, Nonrecurring [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueMeasurementsNonrecurringMember" xlink:label="loc_us-gaap_FairValueMeasurementsNonrecurringMember_ED92960DBD3326815CB925D50FC10F12" xlink:type="locator" />
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    <link:label id="lab_jrvr_ImpairedBankLoanParticipationsHeldForInvestment_7F2BC5DF3F105B62737825D50FC3937A_verboseLabel_en-US" xlink:label="lab_jrvr_ImpairedBankLoanParticipationsHeldForInvestment_7F2BC5DF3F105B62737825D50FC3937A" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Bank loan participations held-for-investment</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_ImpairedBankLoanParticipationsHeldForInvestment" xlink:label="loc_jrvr_ImpairedBankLoanParticipationsHeldForInvestment_7F2BC5DF3F105B62737825D50FC3937A" xlink:type="locator" />
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    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAmortizedCostAbstract_3037C86029CF775CB46625D51323288B_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAmortizedCostAbstract_3037C86029CF775CB46625D51323288B" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Amortized Cost</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAmortizedCostAbstract_3037C86029CF775CB46625D51323288B_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAmortizedCostAbstract_3037C86029CF775CB46625D51323288B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Amortized Cost, Fiscal Year Maturity [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAmortizedCostAbstract" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAmortizedCostAbstract_3037C86029CF775CB46625D51323288B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAmortizedCostAbstract_3037C86029CF775CB46625D51323288B" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAmortizedCostAbstract_3037C86029CF775CB46625D51323288B" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost_CAB23BE39B68238FCD2025D51323F034_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost_CAB23BE39B68238FCD2025D51323F034" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">One year or less</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost_CAB23BE39B68238FCD2025D51323F034_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost_CAB23BE39B68238FCD2025D51323F034" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Maturity, Allocated and Single Maturity Date, within One Year, Amortized Cost</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost_CAB23BE39B68238FCD2025D51323F034" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost_CAB23BE39B68238FCD2025D51323F034" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost_CAB23BE39B68238FCD2025D51323F034" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost_A4A6CD3494BADBD2BCBA25D513240DF4_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost_A4A6CD3494BADBD2BCBA25D513240DF4" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">After one year through five years</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost_A4A6CD3494BADBD2BCBA25D513240DF4_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost_A4A6CD3494BADBD2BCBA25D513240DF4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Maturity, Allocated and Single Maturity Date, after One Through Five Years, Amortized Cost</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost_A4A6CD3494BADBD2BCBA25D513240DF4" xlink:type="locator" />
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    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost_27A9072E5B3E498562C925D5132463D5_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost_27A9072E5B3E498562C925D5132463D5" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">After five years through ten years</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost_27A9072E5B3E498562C925D5132463D5_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost_27A9072E5B3E498562C925D5132463D5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Maturity, Allocated and Single Maturity Date, after Five Through Ten Years, Amortized Cost</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost_27A9072E5B3E498562C925D5132463D5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost_27A9072E5B3E498562C925D5132463D5" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost_27A9072E5B3E498562C925D5132463D5" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost_DCE1616381331D7DE1D125D51324822E_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost_DCE1616381331D7DE1D125D51324822E" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">After ten years</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost_DCE1616381331D7DE1D125D51324822E_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost_DCE1616381331D7DE1D125D51324822E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Allocated and Single Maturity Date, Maturity, after 10 Years, Amortized Cost</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost_DCE1616381331D7DE1D125D51324822E" xlink:type="locator" />
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    <link:label id="lab_jrvr_ResidentialMortgageBackedAmortizedCost_26B7B51566DA4E72BCE125D513242BC0_verboseLabel_en-US" xlink:label="lab_jrvr_ResidentialMortgageBackedAmortizedCost_26B7B51566DA4E72BCE125D513242BC0" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Residential mortgage-backed</link:label>
    <link:label id="lab_jrvr_ResidentialMortgageBackedAmortizedCost_26B7B51566DA4E72BCE125D513242BC0_label_en-US" xlink:label="lab_jrvr_ResidentialMortgageBackedAmortizedCost_26B7B51566DA4E72BCE125D513242BC0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Residential Mortgage Backed Amortized Cost</link:label>
    <link:label id="lab_jrvr_ResidentialMortgageBackedAmortizedCost_26B7B51566DA4E72BCE125D513242BC0_documentation_en-US" xlink:label="lab_jrvr_ResidentialMortgageBackedAmortizedCost_26B7B51566DA4E72BCE125D513242BC0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents Amortized Cost of Residential mortgage-backed securities.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_ResidentialMortgageBackedAmortizedCost" xlink:label="loc_jrvr_ResidentialMortgageBackedAmortizedCost_26B7B51566DA4E72BCE125D513242BC0" xlink:type="locator" />
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    <link:label id="lab_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_93093AD4A360971E043C25D51324E1AF_verboseLabel_en-US" xlink:label="lab_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_93093AD4A360971E043C25D51324E1AF" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Commercial mortgage and asset-backed</link:label>
    <link:label id="lab_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_93093AD4A360971E043C25D51324E1AF_label_en-US" xlink:label="lab_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_93093AD4A360971E043C25D51324E1AF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Commercial Mortgage And Asset Backed Amortized Cost</link:label>
    <link:label id="lab_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_93093AD4A360971E043C25D51324E1AF_documentation_en-US" xlink:label="lab_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_93093AD4A360971E043C25D51324E1AF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents amortized cost of commercial mortgage and asset-backed.</link:label>
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    <link:label id="lab_jrvr_RedeemablePreferredStockAmortizedCost_BEBBBAA2169E08A368B625D51325C2A1_verboseLabel_en-US" xlink:label="lab_jrvr_RedeemablePreferredStockAmortizedCost_BEBBBAA2169E08A368B625D51325C2A1" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Redeemable preferred stock</link:label>
    <link:label id="lab_jrvr_RedeemablePreferredStockAmortizedCost_BEBBBAA2169E08A368B625D51325C2A1_label_en-US" xlink:label="lab_jrvr_RedeemablePreferredStockAmortizedCost_BEBBBAA2169E08A368B625D51325C2A1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Redeemable Preferred Stock Amortized Cost</link:label>
    <link:label id="lab_jrvr_RedeemablePreferredStockAmortizedCost_BEBBBAA2169E08A368B625D51325C2A1_documentation_en-US" xlink:label="lab_jrvr_RedeemablePreferredStockAmortizedCost_BEBBBAA2169E08A368B625D51325C2A1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents amortized cost of redeemable preferred stock.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_RedeemablePreferredStockAmortizedCost" xlink:label="loc_jrvr_RedeemablePreferredStockAmortizedCost_BEBBBAA2169E08A368B625D51325C2A1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_RedeemablePreferredStockAmortizedCost_BEBBBAA2169E08A368B625D51325C2A1" xlink:to="lab_jrvr_RedeemablePreferredStockAmortizedCost_BEBBBAA2169E08A368B625D51325C2A1" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract_D0087DDE11559D68AB9E25D5132541A9_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract_D0087DDE11559D68AB9E25D5132541A9" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Fair Value</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract_D0087DDE11559D68AB9E25D5132541A9_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract_D0087DDE11559D68AB9E25D5132541A9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Fair Value, Fiscal Year Maturity [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract_D0087DDE11559D68AB9E25D5132541A9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract_D0087DDE11559D68AB9E25D5132541A9" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract_D0087DDE11559D68AB9E25D5132541A9" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_2DC5170ED4E1900535C925D51325E6D2_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_2DC5170ED4E1900535C925D51325E6D2" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">One year or less</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_2DC5170ED4E1900535C925D51325E6D2_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_2DC5170ED4E1900535C925D51325E6D2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Maturity, Allocated and Single Maturity Date, within One Year, Fair Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_2DC5170ED4E1900535C925D51325E6D2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_2DC5170ED4E1900535C925D51325E6D2" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_2DC5170ED4E1900535C925D51325E6D2" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_86E270B136DD2367BF0325D513265A13_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_86E270B136DD2367BF0325D513265A13" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">After one year through five years</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_86E270B136DD2367BF0325D513265A13_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_86E270B136DD2367BF0325D513265A13" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Maturity, Allocated and Single Maturity Date, after One Through Five Years, Fair Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_86E270B136DD2367BF0325D513265A13" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_86E270B136DD2367BF0325D513265A13" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_86E270B136DD2367BF0325D513265A13" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue_6C03D5D256748CB2C33325D513262986_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue_6C03D5D256748CB2C33325D513262986" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">After five years through ten years</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue_6C03D5D256748CB2C33325D513262986_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue_6C03D5D256748CB2C33325D513262986" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Maturity, Allocated and Single Maturity Date, after Five Through Ten Years, Fair Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue_6C03D5D256748CB2C33325D513262986" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue_6C03D5D256748CB2C33325D513262986" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue_6C03D5D256748CB2C33325D513262986" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_7FE2EA8037A16A8405FE25D51326628D_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_7FE2EA8037A16A8405FE25D51326628D" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">After ten years</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_7FE2EA8037A16A8405FE25D51326628D_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_7FE2EA8037A16A8405FE25D51326628D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Maturity, Allocated and Single Maturity Date, after 10 Years, Fair Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_7FE2EA8037A16A8405FE25D51326628D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_7FE2EA8037A16A8405FE25D51326628D" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_7FE2EA8037A16A8405FE25D51326628D" xlink:type="arc" />
    <link:label id="lab_jrvr_ResidentialMortgageBackedFairValue_DC0A8B74DAE91F5693A525D513268A5A_verboseLabel_en-US" xlink:label="lab_jrvr_ResidentialMortgageBackedFairValue_DC0A8B74DAE91F5693A525D513268A5A" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Residential mortgage-backed</link:label>
    <link:label id="lab_jrvr_ResidentialMortgageBackedFairValue_DC0A8B74DAE91F5693A525D513268A5A_label_en-US" xlink:label="lab_jrvr_ResidentialMortgageBackedFairValue_DC0A8B74DAE91F5693A525D513268A5A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Residential Mortgage Backed Fair Value</link:label>
    <link:label id="lab_jrvr_ResidentialMortgageBackedFairValue_DC0A8B74DAE91F5693A525D513268A5A_documentation_en-US" xlink:label="lab_jrvr_ResidentialMortgageBackedFairValue_DC0A8B74DAE91F5693A525D513268A5A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents fair value of residential mortgage backed.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_ResidentialMortgageBackedFairValue" xlink:label="loc_jrvr_ResidentialMortgageBackedFairValue_DC0A8B74DAE91F5693A525D513268A5A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ResidentialMortgageBackedFairValue_DC0A8B74DAE91F5693A525D513268A5A" xlink:to="lab_jrvr_ResidentialMortgageBackedFairValue_DC0A8B74DAE91F5693A525D513268A5A" xlink:type="arc" />
    <link:label id="lab_jrvr_CommercialMortgageAndAssetBackedFairValue_FB5E5C5BF649D1EDDC8225D513268C23_verboseLabel_en-US" xlink:label="lab_jrvr_CommercialMortgageAndAssetBackedFairValue_FB5E5C5BF649D1EDDC8225D513268C23" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Commercial mortgage and asset-backed</link:label>
    <link:label id="lab_jrvr_CommercialMortgageAndAssetBackedFairValue_FB5E5C5BF649D1EDDC8225D513268C23_label_en-US" xlink:label="lab_jrvr_CommercialMortgageAndAssetBackedFairValue_FB5E5C5BF649D1EDDC8225D513268C23" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Commercial Mortgage And Asset Backed Fair Value</link:label>
    <link:label id="lab_jrvr_CommercialMortgageAndAssetBackedFairValue_FB5E5C5BF649D1EDDC8225D513268C23_documentation_en-US" xlink:label="lab_jrvr_CommercialMortgageAndAssetBackedFairValue_FB5E5C5BF649D1EDDC8225D513268C23" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents fair value of commercial mortgage and asset backed.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_CommercialMortgageAndAssetBackedFairValue" xlink:label="loc_jrvr_CommercialMortgageAndAssetBackedFairValue_FB5E5C5BF649D1EDDC8225D513268C23" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_CommercialMortgageAndAssetBackedFairValue_FB5E5C5BF649D1EDDC8225D513268C23" xlink:to="lab_jrvr_CommercialMortgageAndAssetBackedFairValue_FB5E5C5BF649D1EDDC8225D513268C23" xlink:type="arc" />
    <link:label id="lab_jrvr_RedeemablePreferredStockFairValue_5A77866F057A74E60E7D25D51326BB21_verboseLabel_en-US" xlink:label="lab_jrvr_RedeemablePreferredStockFairValue_5A77866F057A74E60E7D25D51326BB21" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Redeemable preferred stock</link:label>
    <link:label id="lab_jrvr_RedeemablePreferredStockFairValue_5A77866F057A74E60E7D25D51326BB21_label_en-US" xlink:label="lab_jrvr_RedeemablePreferredStockFairValue_5A77866F057A74E60E7D25D51326BB21" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Redeemable Preferred Stock Fair Value</link:label>
    <link:label id="lab_jrvr_RedeemablePreferredStockFairValue_5A77866F057A74E60E7D25D51326BB21_documentation_en-US" xlink:label="lab_jrvr_RedeemablePreferredStockFairValue_5A77866F057A74E60E7D25D51326BB21" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents fair value of Redeemable preferred stock.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_RedeemablePreferredStockFairValue" xlink:label="loc_jrvr_RedeemablePreferredStockFairValue_5A77866F057A74E60E7D25D51326BB21" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_RedeemablePreferredStockFairValue_5A77866F057A74E60E7D25D51326BB21" xlink:to="lab_jrvr_RedeemablePreferredStockFairValue_5A77866F057A74E60E7D25D51326BB21" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtSecurities_53A1668CA5D7009611B025D513276CC7_totalLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtSecurities_53A1668CA5D7009611B025D513276CC7" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total, Fair Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtSecurities" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtSecurities_53A1668CA5D7009611B025D513276CC7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtSecurities_53A1668CA5D7009611B025D513276CC7" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtSecurities_53A1668CA5D7009611B025D513276CC7" xlink:type="arc" />
    <link:label id="lab_srt_ProductOrServiceAxis_B1E21C05F95AA9B9A99B25D510424119_terseLabel_en-US" xlink:label="lab_srt_ProductOrServiceAxis_B1E21C05F95AA9B9A99B25D510424119" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Product and Service [Axis]</link:label>
    <link:label id="lab_srt_ProductOrServiceAxis_B1E21C05F95AA9B9A99B25D510424119_label_en-US" xlink:label="lab_srt_ProductOrServiceAxis_B1E21C05F95AA9B9A99B25D510424119" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Product and Service [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ProductOrServiceAxis" xlink:label="loc_srt_ProductOrServiceAxis_B1E21C05F95AA9B9A99B25D510424119" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_ProductOrServiceAxis_B1E21C05F95AA9B9A99B25D510424119" xlink:to="lab_srt_ProductOrServiceAxis_B1E21C05F95AA9B9A99B25D510424119" xlink:type="arc" />
    <link:label id="lab_srt_ProductsAndServicesDomain_EC9FDFF249BAB2CEB1EB25D51043B3D2_terseLabel_en-US" xlink:label="lab_srt_ProductsAndServicesDomain_EC9FDFF249BAB2CEB1EB25D51043B3D2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Product and Service [Domain]</link:label>
    <link:label id="lab_srt_ProductsAndServicesDomain_EC9FDFF249BAB2CEB1EB25D51043B3D2_label_en-US" xlink:label="lab_srt_ProductsAndServicesDomain_EC9FDFF249BAB2CEB1EB25D51043B3D2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Product and Service [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ProductsAndServicesDomain" xlink:label="loc_srt_ProductsAndServicesDomain_EC9FDFF249BAB2CEB1EB25D51043B3D2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_ProductsAndServicesDomain_EC9FDFF249BAB2CEB1EB25D51043B3D2" xlink:to="lab_srt_ProductsAndServicesDomain_EC9FDFF249BAB2CEB1EB25D51043B3D2" xlink:type="arc" />
    <link:label id="lab_jrvr_ManufacturersAndContractorsMember_17D8D170C474BA3682EC25D5104304B6_verboseLabel_en-US" xlink:label="lab_jrvr_ManufacturersAndContractorsMember_17D8D170C474BA3682EC25D5104304B6" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Manufacturers and Contractors</link:label>
    <link:label id="lab_jrvr_ManufacturersAndContractorsMember_17D8D170C474BA3682EC25D5104304B6_label_en-US" xlink:label="lab_jrvr_ManufacturersAndContractorsMember_17D8D170C474BA3682EC25D5104304B6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Manufacturers And Contractors [Member]</link:label>
    <link:label id="lab_jrvr_ManufacturersAndContractorsMember_17D8D170C474BA3682EC25D5104304B6_documentation_en-US" xlink:label="lab_jrvr_ManufacturersAndContractorsMember_17D8D170C474BA3682EC25D5104304B6" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Name of underwriting division.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_ManufacturersAndContractorsMember" xlink:label="loc_jrvr_ManufacturersAndContractorsMember_17D8D170C474BA3682EC25D5104304B6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ManufacturersAndContractorsMember_17D8D170C474BA3682EC25D5104304B6" xlink:to="lab_jrvr_ManufacturersAndContractorsMember_17D8D170C474BA3682EC25D5104304B6" xlink:type="arc" />
    <link:label id="lab_jrvr_ExcessCasualtyMember_B5C6A915C3E9C176AD8425D510433CEC_verboseLabel_en-US" xlink:label="lab_jrvr_ExcessCasualtyMember_B5C6A915C3E9C176AD8425D510433CEC" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Excess Casualty</link:label>
    <link:label id="lab_jrvr_ExcessCasualtyMember_B5C6A915C3E9C176AD8425D510433CEC_label_en-US" xlink:label="lab_jrvr_ExcessCasualtyMember_B5C6A915C3E9C176AD8425D510433CEC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Excess Casualty [Member]</link:label>
    <link:label id="lab_jrvr_ExcessCasualtyMember_B5C6A915C3E9C176AD8425D510433CEC_documentation_en-US" xlink:label="lab_jrvr_ExcessCasualtyMember_B5C6A915C3E9C176AD8425D510433CEC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Name of underwriting division.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_ExcessCasualtyMember" xlink:label="loc_jrvr_ExcessCasualtyMember_B5C6A915C3E9C176AD8425D510433CEC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ExcessCasualtyMember_B5C6A915C3E9C176AD8425D510433CEC" xlink:to="lab_jrvr_ExcessCasualtyMember_B5C6A915C3E9C176AD8425D510433CEC" xlink:type="arc" />
    <link:label id="lab_jrvr_GeneralCasualtyMember_DC9A385DC31AE53A9C7025D5104470B3_verboseLabel_en-US" xlink:label="lab_jrvr_GeneralCasualtyMember_DC9A385DC31AE53A9C7025D5104470B3" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">General Casualty</link:label>
    <link:label id="lab_jrvr_GeneralCasualtyMember_DC9A385DC31AE53A9C7025D5104470B3_label_en-US" xlink:label="lab_jrvr_GeneralCasualtyMember_DC9A385DC31AE53A9C7025D5104470B3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">General Casualty [Member]</link:label>
    <link:label id="lab_jrvr_GeneralCasualtyMember_DC9A385DC31AE53A9C7025D5104470B3_documentation_en-US" xlink:label="lab_jrvr_GeneralCasualtyMember_DC9A385DC31AE53A9C7025D5104470B3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Name of underwriting division.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_GeneralCasualtyMember" xlink:label="loc_jrvr_GeneralCasualtyMember_DC9A385DC31AE53A9C7025D5104470B3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_GeneralCasualtyMember_DC9A385DC31AE53A9C7025D5104470B3" xlink:to="lab_jrvr_GeneralCasualtyMember_DC9A385DC31AE53A9C7025D5104470B3" xlink:type="arc" />
    <link:label id="lab_jrvr_EnergyMember_A13D04893A53C973BCC225D5104440BC_verboseLabel_en-US" xlink:label="lab_jrvr_EnergyMember_A13D04893A53C973BCC225D5104440BC" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Energy</link:label>
    <link:label id="lab_jrvr_EnergyMember_A13D04893A53C973BCC225D5104440BC_label_en-US" xlink:label="lab_jrvr_EnergyMember_A13D04893A53C973BCC225D5104440BC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Energy [Member]</link:label>
    <link:label id="lab_jrvr_EnergyMember_A13D04893A53C973BCC225D5104440BC_documentation_en-US" xlink:label="lab_jrvr_EnergyMember_A13D04893A53C973BCC225D5104440BC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Name of underwriting division.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_EnergyMember" xlink:label="loc_jrvr_EnergyMember_A13D04893A53C973BCC225D5104440BC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_EnergyMember_A13D04893A53C973BCC225D5104440BC" xlink:to="lab_jrvr_EnergyMember_A13D04893A53C973BCC225D5104440BC" xlink:type="arc" />
    <link:label id="lab_jrvr_AlliedHealthMember_4D0891A19BC2D635556525D51044BD03_verboseLabel_en-US" xlink:label="lab_jrvr_AlliedHealthMember_4D0891A19BC2D635556525D51044BD03" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Allied Health</link:label>
    <link:label id="lab_jrvr_AlliedHealthMember_4D0891A19BC2D635556525D51044BD03_label_en-US" xlink:label="lab_jrvr_AlliedHealthMember_4D0891A19BC2D635556525D51044BD03" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Allied Health [Member]</link:label>
    <link:label id="lab_jrvr_AlliedHealthMember_4D0891A19BC2D635556525D51044BD03_documentation_en-US" xlink:label="lab_jrvr_AlliedHealthMember_4D0891A19BC2D635556525D51044BD03" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Name of underwriting division.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_AlliedHealthMember" xlink:label="loc_jrvr_AlliedHealthMember_4D0891A19BC2D635556525D51044BD03" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_AlliedHealthMember_4D0891A19BC2D635556525D51044BD03" xlink:to="lab_jrvr_AlliedHealthMember_4D0891A19BC2D635556525D51044BD03" xlink:type="arc" />
    <link:label id="lab_jrvr_ExcessPropertyMember_F022B4A61AAFD6F99FE025D510443B56_verboseLabel_en-US" xlink:label="lab_jrvr_ExcessPropertyMember_F022B4A61AAFD6F99FE025D510443B56" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Excess Property</link:label>
    <link:label id="lab_jrvr_ExcessPropertyMember_F022B4A61AAFD6F99FE025D510443B56_label_en-US" xlink:label="lab_jrvr_ExcessPropertyMember_F022B4A61AAFD6F99FE025D510443B56" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Excess Property [Member]</link:label>
    <link:label id="lab_jrvr_ExcessPropertyMember_F022B4A61AAFD6F99FE025D510443B56_documentation_en-US" xlink:label="lab_jrvr_ExcessPropertyMember_F022B4A61AAFD6F99FE025D510443B56" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Name of underwriting division.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_ExcessPropertyMember" xlink:label="loc_jrvr_ExcessPropertyMember_F022B4A61AAFD6F99FE025D510443B56" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ExcessPropertyMember_F022B4A61AAFD6F99FE025D510443B56" xlink:to="lab_jrvr_ExcessPropertyMember_F022B4A61AAFD6F99FE025D510443B56" xlink:type="arc" />
    <link:label id="lab_jrvr_LifeSciencesMember_4667F0DB5E9306B2D38C25D5104447F7_verboseLabel_en-US" xlink:label="lab_jrvr_LifeSciencesMember_4667F0DB5E9306B2D38C25D5104447F7" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Life Sciences</link:label>
    <link:label id="lab_jrvr_LifeSciencesMember_4667F0DB5E9306B2D38C25D5104447F7_label_en-US" xlink:label="lab_jrvr_LifeSciencesMember_4667F0DB5E9306B2D38C25D5104447F7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Life Sciences [Member]</link:label>
    <link:label id="lab_jrvr_LifeSciencesMember_4667F0DB5E9306B2D38C25D5104447F7_documentation_en-US" xlink:label="lab_jrvr_LifeSciencesMember_4667F0DB5E9306B2D38C25D5104447F7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Name of underwriting division.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_LifeSciencesMember" xlink:label="loc_jrvr_LifeSciencesMember_4667F0DB5E9306B2D38C25D5104447F7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_LifeSciencesMember_4667F0DB5E9306B2D38C25D5104447F7" xlink:to="lab_jrvr_LifeSciencesMember_4667F0DB5E9306B2D38C25D5104447F7" xlink:type="arc" />
    <link:label id="lab_jrvr_SmallBusinessMember_36269212ABAF55F49C7D25D51045B314_verboseLabel_en-US" xlink:label="lab_jrvr_SmallBusinessMember_36269212ABAF55F49C7D25D51045B314" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Small Business</link:label>
    <link:label id="lab_jrvr_SmallBusinessMember_36269212ABAF55F49C7D25D51045B314_label_en-US" xlink:label="lab_jrvr_SmallBusinessMember_36269212ABAF55F49C7D25D51045B314" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Small Business [Member]</link:label>
    <link:label id="lab_jrvr_SmallBusinessMember_36269212ABAF55F49C7D25D51045B314_documentation_en-US" xlink:label="lab_jrvr_SmallBusinessMember_36269212ABAF55F49C7D25D51045B314" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Name of underwriting division.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_SmallBusinessMember" xlink:label="loc_jrvr_SmallBusinessMember_36269212ABAF55F49C7D25D51045B314" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_SmallBusinessMember_36269212ABAF55F49C7D25D51045B314" xlink:to="lab_jrvr_SmallBusinessMember_36269212ABAF55F49C7D25D51045B314" xlink:type="arc" />
    <link:label id="lab_jrvr_ProfessionalLiabilityMember_5503500753A8DD65125F25D51045EAAD_verboseLabel_en-US" xlink:label="lab_jrvr_ProfessionalLiabilityMember_5503500753A8DD65125F25D51045EAAD" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Professional Liability</link:label>
    <link:label id="lab_jrvr_ProfessionalLiabilityMember_5503500753A8DD65125F25D51045EAAD_label_en-US" xlink:label="lab_jrvr_ProfessionalLiabilityMember_5503500753A8DD65125F25D51045EAAD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Professional Liability [Member]</link:label>
    <link:label id="lab_jrvr_ProfessionalLiabilityMember_5503500753A8DD65125F25D51045EAAD_documentation_en-US" xlink:label="lab_jrvr_ProfessionalLiabilityMember_5503500753A8DD65125F25D51045EAAD" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Name of underwriting division.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_ProfessionalLiabilityMember" xlink:label="loc_jrvr_ProfessionalLiabilityMember_5503500753A8DD65125F25D51045EAAD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ProfessionalLiabilityMember_5503500753A8DD65125F25D51045EAAD" xlink:to="lab_jrvr_ProfessionalLiabilityMember_5503500753A8DD65125F25D51045EAAD" xlink:type="arc" />
    <link:label id="lab_jrvr_EnvironmentalMember_6D2663263A7A8DB768ED25D510450318_verboseLabel_en-US" xlink:label="lab_jrvr_EnvironmentalMember_6D2663263A7A8DB768ED25D510450318" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Environmental</link:label>
    <link:label id="lab_jrvr_EnvironmentalMember_6D2663263A7A8DB768ED25D510450318_label_en-US" xlink:label="lab_jrvr_EnvironmentalMember_6D2663263A7A8DB768ED25D510450318" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Environmental [Member]</link:label>
    <link:label id="lab_jrvr_EnvironmentalMember_6D2663263A7A8DB768ED25D510450318_documentation_en-US" xlink:label="lab_jrvr_EnvironmentalMember_6D2663263A7A8DB768ED25D510450318" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Name of underwriting division.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_EnvironmentalMember" xlink:label="loc_jrvr_EnvironmentalMember_6D2663263A7A8DB768ED25D510450318" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_EnvironmentalMember_6D2663263A7A8DB768ED25D510450318" xlink:to="lab_jrvr_EnvironmentalMember_6D2663263A7A8DB768ED25D510450318" xlink:type="arc" />
    <link:label id="lab_jrvr_MedicalProfessionalsMember_7508FB9FC283A64B41B025D51045CB0A_verboseLabel_en-US" xlink:label="lab_jrvr_MedicalProfessionalsMember_7508FB9FC283A64B41B025D51045CB0A" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Medical Professionals</link:label>
    <link:label id="lab_jrvr_MedicalProfessionalsMember_7508FB9FC283A64B41B025D51045CB0A_label_en-US" xlink:label="lab_jrvr_MedicalProfessionalsMember_7508FB9FC283A64B41B025D51045CB0A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Medical Professionals [Member]</link:label>
    <link:label id="lab_jrvr_MedicalProfessionalsMember_7508FB9FC283A64B41B025D51045CB0A_documentation_en-US" xlink:label="lab_jrvr_MedicalProfessionalsMember_7508FB9FC283A64B41B025D51045CB0A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Name of underwriting division.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_MedicalProfessionalsMember" xlink:label="loc_jrvr_MedicalProfessionalsMember_7508FB9FC283A64B41B025D51045CB0A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_MedicalProfessionalsMember_7508FB9FC283A64B41B025D51045CB0A" xlink:to="lab_jrvr_MedicalProfessionalsMember_7508FB9FC283A64B41B025D51045CB0A" xlink:type="arc" />
    <link:label id="lab_jrvr_SportsAndEntertainmentMember_B92DBE0780DF142C9EE325D510459650_verboseLabel_en-US" xlink:label="lab_jrvr_SportsAndEntertainmentMember_B92DBE0780DF142C9EE325D510459650" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Sports and Entertainment</link:label>
    <link:label id="lab_jrvr_SportsAndEntertainmentMember_B92DBE0780DF142C9EE325D510459650_label_en-US" xlink:label="lab_jrvr_SportsAndEntertainmentMember_B92DBE0780DF142C9EE325D510459650" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Sports And Entertainment [Member]</link:label>
    <link:label id="lab_jrvr_SportsAndEntertainmentMember_B92DBE0780DF142C9EE325D510459650_documentation_en-US" xlink:label="lab_jrvr_SportsAndEntertainmentMember_B92DBE0780DF142C9EE325D510459650" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Name of underwriting division.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_SportsAndEntertainmentMember" xlink:label="loc_jrvr_SportsAndEntertainmentMember_B92DBE0780DF142C9EE325D510459650" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_SportsAndEntertainmentMember_B92DBE0780DF142C9EE325D510459650" xlink:to="lab_jrvr_SportsAndEntertainmentMember_B92DBE0780DF142C9EE325D510459650" xlink:type="arc" />
    <link:label id="lab_us-gaap_PremiumsWrittenGross_733397A6826508835E3C25D51046DF27_terseLabel_en-US" xlink:label="lab_us-gaap_PremiumsWrittenGross_733397A6826508835E3C25D51046DF27" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Total gross written premiums</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PremiumsWrittenGross" xlink:label="loc_us-gaap_PremiumsWrittenGross_733397A6826508835E3C25D51046DF27" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PremiumsWrittenGross_733397A6826508835E3C25D51046DF27" xlink:to="lab_us-gaap_PremiumsWrittenGross_733397A6826508835E3C25D51046DF27" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtDisclosureTextBlock_00D910AEA8E934EE79D525D511E0ABAF_verboseLabel_en-US" xlink:label="lab_us-gaap_DebtDisclosureTextBlock_00D910AEA8E934EE79D525D511E0ABAF" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Senior Debt</link:label>
    <link:label id="lab_us-gaap_DebtDisclosureTextBlock_00D910AEA8E934EE79D525D511E0ABAF_label_en-US" xlink:label="lab_us-gaap_DebtDisclosureTextBlock_00D910AEA8E934EE79D525D511E0ABAF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Disclosure [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtDisclosureTextBlock" xlink:label="loc_us-gaap_DebtDisclosureTextBlock_00D910AEA8E934EE79D525D511E0ABAF" xlink:type="locator" />
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    <link:label id="lab_us-gaap_CondensedFinancialInformationOfParentCompanyOnlyDisclosureTextBlock_3F5F3D1B0AA8C1B05F2225D50EAAE701_verboseLabel_en-US" xlink:label="lab_us-gaap_CondensedFinancialInformationOfParentCompanyOnlyDisclosureTextBlock_3F5F3D1B0AA8C1B05F2225D50EAAE701" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Statements of financial information of parent company only (Parent Company)</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CondensedFinancialInformationOfParentCompanyOnlyDisclosureTextBlock" xlink:label="loc_us-gaap_CondensedFinancialInformationOfParentCompanyOnlyDisclosureTextBlock_3F5F3D1B0AA8C1B05F2225D50EAAE701" xlink:type="locator" />
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    <link:label id="lab_us-gaap_IncomeStatementLocationAxis_9278B83DF0BCAE9539DB25D50EE1A667_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeStatementLocationAxis_9278B83DF0BCAE9539DB25D50EE1A667" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income Statement Location [Axis]</link:label>
    <link:label id="lab_us-gaap_IncomeStatementLocationAxis_9278B83DF0BCAE9539DB25D50EE1A667_label_en-US" xlink:label="lab_us-gaap_IncomeStatementLocationAxis_9278B83DF0BCAE9539DB25D50EE1A667" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income Statement Location [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeStatementLocationAxis" xlink:label="loc_us-gaap_IncomeStatementLocationAxis_9278B83DF0BCAE9539DB25D50EE1A667" xlink:type="locator" />
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    <link:label id="lab_us-gaap_IncomeStatementLocationDomain_695054509CE9E134EE8425D50EE110B9_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeStatementLocationDomain_695054509CE9E134EE8425D50EE110B9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income Statement Location [Domain]</link:label>
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    <link:label id="lab_us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseNextTwelveMonths_66ADF20B6739E6F81FA825D51290F7C0_verboseLabel_en-US" xlink:label="lab_us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseNextTwelveMonths_66ADF20B6739E6F81FA825D51290F7C0" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">2019</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseNextTwelveMonths" xlink:label="loc_us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseNextTwelveMonths_66ADF20B6739E6F81FA825D51290F7C0" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearTwo" xlink:label="loc_us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearTwo_A4AB1FE3781D64143FC925D51290A191" xlink:type="locator" />
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    <link:label id="lab_jrvr_ImpairedBankLoansMember_709BBFE02C55FB5CF7CB2B74AA272C10_label_en-US" xlink:label="lab_jrvr_ImpairedBankLoansMember_709BBFE02C55FB5CF7CB2B74AA272C10" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Impaired Bank Loans [Member]</link:label>
    <link:label id="lab_jrvr_ImpairedBankLoansMember_709BBFE02C55FB5CF7CB2B74AA272C10_documentation_en-US" xlink:label="lab_jrvr_ImpairedBankLoansMember_709BBFE02C55FB5CF7CB2B74AA272C10" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Impaired Bank Loans [Member]</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_ImpairedBankLoansMember" xlink:label="loc_jrvr_ImpairedBankLoansMember_709BBFE02C55FB5CF7CB2B74AA272C10" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ImpairedBankLoansMember_709BBFE02C55FB5CF7CB2B74AA272C10" xlink:to="lab_jrvr_ImpairedBankLoansMember_709BBFE02C55FB5CF7CB2B74AA272C10" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPositionNumberOfPositions_9DCDD4AC60C817253B142B74AA2884E5_terseLabel_en-US" xlink:label="lab_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPositionNumberOfPositions_9DCDD4AC60C817253B142B74AA2884E5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of available-for-sale securities held in an unrealized loss position</link:label>
    <link:label id="lab_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPositionNumberOfPositions_9DCDD4AC60C817253B142B74AA2884E5_label_en-US" xlink:label="lab_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPositionNumberOfPositions_9DCDD4AC60C817253B142B74AA2884E5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Unrealized Loss Position, Number of Positions</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPositionNumberOfPositions" xlink:label="loc_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPositionNumberOfPositions_9DCDD4AC60C817253B142B74AA2884E5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPositionNumberOfPositions_9DCDD4AC60C817253B142B74AA2884E5" xlink:to="lab_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPositionNumberOfPositions_9DCDD4AC60C817253B142B74AA2884E5" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPosition_40119E8C2DCD9364EBE22B74AA2846C6_terseLabel_en-US" xlink:label="lab_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPosition_40119E8C2DCD9364EBE22B74AA2846C6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Total fair value of unrealized loss position securities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPosition" xlink:label="loc_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPosition_40119E8C2DCD9364EBE22B74AA2846C6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPosition_40119E8C2DCD9364EBE22B74AA2846C6" xlink:to="lab_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPosition_40119E8C2DCD9364EBE22B74AA2846C6" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPositionAccumulatedLoss_2F1A3902BDA41C44BBA02B74AA285D1B_terseLabel_en-US" xlink:label="lab_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPositionAccumulatedLoss_2F1A3902BDA41C44BBA02B74AA285D1B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Gross unrealized losses</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPositionAccumulatedLoss" xlink:label="loc_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPositionAccumulatedLoss_2F1A3902BDA41C44BBA02B74AA285D1B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPositionAccumulatedLoss_2F1A3902BDA41C44BBA02B74AA285D1B" xlink:to="lab_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPositionAccumulatedLoss_2F1A3902BDA41C44BBA02B74AA285D1B" xlink:type="arc" />
    <link:label id="lab_jrvr_PercentageOfAvailableForSaleSecurities_2E3C1DA780BD46848A722B74AA28628A_terseLabel_en-US" xlink:label="lab_jrvr_PercentageOfAvailableForSaleSecurities_2E3C1DA780BD46848A722B74AA28628A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Percentage of available for sale securities</link:label>
    <link:label id="lab_jrvr_PercentageOfAvailableForSaleSecurities_2E3C1DA780BD46848A722B74AA28628A_label_en-US" xlink:label="lab_jrvr_PercentageOfAvailableForSaleSecurities_2E3C1DA780BD46848A722B74AA28628A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Percentage Of Available For Sale Securities</link:label>
    <link:label id="lab_jrvr_PercentageOfAvailableForSaleSecurities_2E3C1DA780BD46848A722B74AA28628A_documentation_en-US" xlink:label="lab_jrvr_PercentageOfAvailableForSaleSecurities_2E3C1DA780BD46848A722B74AA28628A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents percentage of available for sale securities.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_PercentageOfAvailableForSaleSecurities" xlink:label="loc_jrvr_PercentageOfAvailableForSaleSecurities_2E3C1DA780BD46848A722B74AA28628A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_PercentageOfAvailableForSaleSecurities_2E3C1DA780BD46848A722B74AA28628A" xlink:to="lab_jrvr_PercentageOfAvailableForSaleSecurities_2E3C1DA780BD46848A722B74AA28628A" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherThanTemporaryImpairmentLossesInvestmentsAvailableforsaleSecurities_08D1C29ED16058663E912B74AA290311_verboseLabel_en-US" xlink:label="lab_us-gaap_OtherThanTemporaryImpairmentLossesInvestmentsAvailableforsaleSecurities_08D1C29ED16058663E912B74AA290311" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Impairment loss</link:label>
    <link:label id="lab_us-gaap_OtherThanTemporaryImpairmentLossesInvestmentsAvailableforsaleSecurities_08D1C29ED16058663E912B74AA290311_label_en-US" xlink:label="lab_us-gaap_OtherThanTemporaryImpairmentLossesInvestmentsAvailableforsaleSecurities_08D1C29ED16058663E912B74AA290311" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other than Temporary Impairment Losses, Investments, Available-for-sale Securities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherThanTemporaryImpairmentLossesInvestmentsAvailableforsaleSecurities" xlink:label="loc_us-gaap_OtherThanTemporaryImpairmentLossesInvestmentsAvailableforsaleSecurities_08D1C29ED16058663E912B74AA290311" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherThanTemporaryImpairmentLossesInvestmentsAvailableforsaleSecurities_08D1C29ED16058663E912B74AA290311" xlink:to="lab_us-gaap_OtherThanTemporaryImpairmentLossesInvestmentsAvailableforsaleSecurities_08D1C29ED16058663E912B74AA290311" xlink:type="arc" />
    <link:label id="lab_us-gaap_ImpairedFinancingReceivableRelatedAllowance_75E12DDCBB36AD71472C2B74AA29A92F_verboseLabel_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableRelatedAllowance_75E12DDCBB36AD71472C2B74AA29A92F" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Allowance for credit losses</link:label>
    <link:label id="lab_us-gaap_ImpairedFinancingReceivableRelatedAllowance_75E12DDCBB36AD71472C2B74AA29A92F_label_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableRelatedAllowance_75E12DDCBB36AD71472C2B74AA29A92F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Impaired Financing Receivable, Related Allowance</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ImpairedFinancingReceivableRelatedAllowance" xlink:label="loc_us-gaap_ImpairedFinancingReceivableRelatedAllowance_75E12DDCBB36AD71472C2B74AA29A92F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ImpairedFinancingReceivableRelatedAllowance_75E12DDCBB36AD71472C2B74AA29A92F" xlink:to="lab_us-gaap_ImpairedFinancingReceivableRelatedAllowance_75E12DDCBB36AD71472C2B74AA29A92F" xlink:type="arc" />
    <link:label id="lab_us-gaap_LoansReceivableNet_97C23D4415E85BC7E5932B74AA29C8F2_terseLabel_en-US" xlink:label="lab_us-gaap_LoansReceivableNet_97C23D4415E85BC7E5932B74AA29C8F2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Carrying value of loan</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LoansReceivableNet" xlink:label="loc_us-gaap_LoansReceivableNet_97C23D4415E85BC7E5932B74AA29C8F2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LoansReceivableNet_97C23D4415E85BC7E5932B74AA29C8F2" xlink:to="lab_us-gaap_LoansReceivableNet_97C23D4415E85BC7E5932B74AA29C8F2" xlink:type="arc" />
    <link:label id="lab_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_8794263A480D2ED9C5412B74AA292688_verboseLabel_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_8794263A480D2ED9C5412B74AA292688" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Unpaid principal on impaired loans</link:label>
    <link:label id="lab_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_8794263A480D2ED9C5412B74AA292688_label_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_8794263A480D2ED9C5412B74AA292688" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Impaired Financing Receivable, Unpaid Principal Balance</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance" xlink:label="loc_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_8794263A480D2ED9C5412B74AA292688" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_8794263A480D2ED9C5412B74AA292688" xlink:to="lab_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_8794263A480D2ED9C5412B74AA292688" xlink:type="arc" />
    <link:label id="lab_jrvr_LoanAndAdvancesCarryingValue_EEE6B45D07D6CB77ED662B74AA294865_terseLabel_en-US" xlink:label="lab_jrvr_LoanAndAdvancesCarryingValue_EEE6B45D07D6CB77ED662B74AA294865" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Carrying value of impaired loans</link:label>
    <link:label id="lab_jrvr_LoanAndAdvancesCarryingValue_EEE6B45D07D6CB77ED662B74AA294865_label_en-US" xlink:label="lab_jrvr_LoanAndAdvancesCarryingValue_EEE6B45D07D6CB77ED662B74AA294865" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Loan And Advances Carrying Value</link:label>
    <link:label id="lab_jrvr_LoanAndAdvancesCarryingValue_EEE6B45D07D6CB77ED662B74AA294865_documentation_en-US" xlink:label="lab_jrvr_LoanAndAdvancesCarryingValue_EEE6B45D07D6CB77ED662B74AA294865" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the carrying value of impaired loans.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_LoanAndAdvancesCarryingValue" xlink:label="loc_jrvr_LoanAndAdvancesCarryingValue_EEE6B45D07D6CB77ED662B74AA294865" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_LoanAndAdvancesCarryingValue_EEE6B45D07D6CB77ED662B74AA294865" xlink:to="lab_jrvr_LoanAndAdvancesCarryingValue_EEE6B45D07D6CB77ED662B74AA294865" xlink:type="arc" />
    <link:label id="lab_jrvr_NumberOfImpairedLoans_E2BD05D8FA6CB1F67C0C2B74AA294DB5_verboseLabel_en-US" xlink:label="lab_jrvr_NumberOfImpairedLoans_E2BD05D8FA6CB1F67C0C2B74AA294DB5" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Number of impaired loans</link:label>
    <link:label id="lab_jrvr_NumberOfImpairedLoans_E2BD05D8FA6CB1F67C0C2B74AA294DB5_label_en-US" xlink:label="lab_jrvr_NumberOfImpairedLoans_E2BD05D8FA6CB1F67C0C2B74AA294DB5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number Of Impaired Loans</link:label>
    <link:label id="lab_jrvr_NumberOfImpairedLoans_E2BD05D8FA6CB1F67C0C2B74AA294DB5_documentation_en-US" xlink:label="lab_jrvr_NumberOfImpairedLoans_E2BD05D8FA6CB1F67C0C2B74AA294DB5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the number of impaired loans.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_NumberOfImpairedLoans" xlink:label="loc_jrvr_NumberOfImpairedLoans_E2BD05D8FA6CB1F67C0C2B74AA294DB5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_NumberOfImpairedLoans_E2BD05D8FA6CB1F67C0C2B74AA294DB5" xlink:to="lab_jrvr_NumberOfImpairedLoans_E2BD05D8FA6CB1F67C0C2B74AA294DB5" xlink:type="arc" />
    <link:label id="lab_us-gaap_TradingSecuritiesRealizedGainLoss_220570F6FF4C1C4470592B74AA296899_terseLabel_en-US" xlink:label="lab_us-gaap_TradingSecuritiesRealizedGainLoss_220570F6FF4C1C4470592B74AA296899" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Trading securities, realized gain (loss)</link:label>
    <link:label id="lab_us-gaap_TradingSecuritiesRealizedGainLoss_220570F6FF4C1C4470592B74AA296899_label_en-US" xlink:label="lab_us-gaap_TradingSecuritiesRealizedGainLoss_220570F6FF4C1C4470592B74AA296899" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Trading Securities, Realized Gain (Loss)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_TradingSecuritiesRealizedGainLoss" xlink:label="loc_us-gaap_TradingSecuritiesRealizedGainLoss_220570F6FF4C1C4470592B74AA296899" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_TradingSecuritiesRealizedGainLoss_220570F6FF4C1C4470592B74AA296899" xlink:to="lab_us-gaap_TradingSecuritiesRealizedGainLoss_220570F6FF4C1C4470592B74AA296899" xlink:type="arc" />
    <link:label id="lab_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_727FDF7A657000D6ACB92B74AA2A000F_verboseLabel_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_727FDF7A657000D6ACB92B74AA2A000F" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Average recorded investment in impaired bank loans</link:label>
    <link:label id="lab_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_727FDF7A657000D6ACB92B74AA2A000F_label_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_727FDF7A657000D6ACB92B74AA2A000F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Impaired Financing Receivable, Average Recorded Investment</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment" xlink:label="loc_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_727FDF7A657000D6ACB92B74AA2A000F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_727FDF7A657000D6ACB92B74AA2A000F" xlink:to="lab_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_727FDF7A657000D6ACB92B74AA2A000F" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetInvestmentIncome_D5C7E487D4F3414D40202B74AA2A49A8_terseLabel_en-US" xlink:label="lab_us-gaap_NetInvestmentIncome_D5C7E487D4F3414D40202B74AA2A49A8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Net Investment Income</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetInvestmentIncome" xlink:label="loc_us-gaap_NetInvestmentIncome_D5C7E487D4F3414D40202B74AA2A49A8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetInvestmentIncome_D5C7E487D4F3414D40202B74AA2A49A8" xlink:to="lab_us-gaap_NetInvestmentIncome_D5C7E487D4F3414D40202B74AA2A49A8" xlink:type="arc" />
    <link:label id="lab_jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans_99265C37A722C84FDA312B74AA2A1484_verboseLabel_en-US" xlink:label="lab_jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans_99265C37A722C84FDA312B74AA2A1484" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Net realized gain (loss) on changes in fair value of impaired bank loans</link:label>
    <link:label id="lab_jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans_99265C37A722C84FDA312B74AA2A1484_label_en-US" xlink:label="lab_jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans_99265C37A722C84FDA312B74AA2A1484" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Realized Gain Loss On Changes In Fair Value Of Impaired Bank Loans</link:label>
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    <link:label id="lab_country_US_376515A309FFD1EBA12D25D51350A7C3_verboseLabel_en-US" xlink:label="lab_country_US_376515A309FFD1EBA12D25D51350A7C3" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">United States</link:label>
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    <link:label id="lab_us-gaap_FinancingReceivablesEqualToGreaterThan90DaysPastDueMember_36164BCC4470139B81FE25D51351BD9D_verboseLabel_en-US" xlink:label="lab_us-gaap_FinancingReceivablesEqualToGreaterThan90DaysPastDueMember_36164BCC4470139B81FE25D51351BD9D" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Receivables greater than 90 days past due</link:label>
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    <link:label id="lab_jrvr_AccountingPoliciesLineItems_0DE745E22773BC9E2F5325D51353E048_terseLabel_en-US" xlink:label="lab_jrvr_AccountingPoliciesLineItems_0DE745E22773BC9E2F5325D51353E048" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accounting Policies [Line Items]</link:label>
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    <link:label id="lab_jrvr_AccountingPoliciesLineItems_0DE745E22773BC9E2F5325D51353E048_documentation_en-US" xlink:label="lab_jrvr_AccountingPoliciesLineItems_0DE745E22773BC9E2F5325D51353E048" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Line items represent financial concepts included in a table. These concepts are used to disclose reportable information associated with domain members defined in one or many axes to the table.</link:label>
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    <link:label id="lab_jrvr_NumberOfInsuranceCompanies_223C6D4F97AEF54C962325D51353FE0C_terseLabel_en-US" xlink:label="lab_jrvr_NumberOfInsuranceCompanies_223C6D4F97AEF54C962325D51353FE0C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of insurance companies</link:label>
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    <link:label id="lab_jrvr_NumberOfInsuranceCompanies_223C6D4F97AEF54C962325D51353FE0C_documentation_en-US" xlink:label="lab_jrvr_NumberOfInsuranceCompanies_223C6D4F97AEF54C962325D51353FE0C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">This element represents number of insurance companies owned by the entity.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_NumberOfInsuranceCompanies" xlink:label="loc_jrvr_NumberOfInsuranceCompanies_223C6D4F97AEF54C962325D51353FE0C" xlink:type="locator" />
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    <link:label id="lab_jrvr_NumberOfParticipationBankLoansOnNonaccrualStatus_EE87DBB114C470082C3825D5135482E9_terseLabel_en-US" xlink:label="lab_jrvr_NumberOfParticipationBankLoansOnNonaccrualStatus_EE87DBB114C470082C3825D5135482E9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of bank loans on nonaccrual status</link:label>
    <link:label id="lab_jrvr_NumberOfParticipationBankLoansOnNonaccrualStatus_EE87DBB114C470082C3825D5135482E9_label_en-US" xlink:label="lab_jrvr_NumberOfParticipationBankLoansOnNonaccrualStatus_EE87DBB114C470082C3825D5135482E9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number Of Participation Bank Loans On Nonaccrual Status</link:label>
    <link:label id="lab_jrvr_NumberOfParticipationBankLoansOnNonaccrualStatus_EE87DBB114C470082C3825D5135482E9_documentation_en-US" xlink:label="lab_jrvr_NumberOfParticipationBankLoansOnNonaccrualStatus_EE87DBB114C470082C3825D5135482E9" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the number of participation bank loans on nonaccrual status.</link:label>
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    <link:label id="lab_us-gaap_FinancingReceivableRecordedInvestmentPastDue_2184E72C3F83258B2A7F25D51354AC81_verboseLabel_en-US" xlink:label="lab_us-gaap_FinancingReceivableRecordedInvestmentPastDue_2184E72C3F83258B2A7F25D51354AC81" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Premiums receivable, past due</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FinancingReceivableRecordedInvestmentPastDue" xlink:label="loc_us-gaap_FinancingReceivableRecordedInvestmentPastDue_2184E72C3F83258B2A7F25D51354AC81" xlink:type="locator" />
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    <link:label id="lab_us-gaap_AllowanceForDoubtfulAccountsReceivable_86D50108E45383531C8325D51354B133_verboseLabel_en-US" xlink:label="lab_us-gaap_AllowanceForDoubtfulAccountsReceivable_86D50108E45383531C8325D51354B133" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Allowance for doubtful accounts</link:label>
    <link:label id="lab_us-gaap_AllowanceForDoubtfulAccountsReceivable_86D50108E45383531C8325D51354B133_label_en-US" xlink:label="lab_us-gaap_AllowanceForDoubtfulAccountsReceivable_86D50108E45383531C8325D51354B133" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Allowance for Doubtful Accounts Receivable</link:label>
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    <link:label id="lab_us-gaap_AllowanceForDoubtfulAccountsReceivableWriteOffs_268B335DB4715B3495F525D51355AB58_verboseLabel_en-US" xlink:label="lab_us-gaap_AllowanceForDoubtfulAccountsReceivableWriteOffs_268B335DB4715B3495F525D51355AB58" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Allowance for doubtful accounts receivables written off</link:label>
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    <link:label id="lab_us-gaap_FiniteLivedIntangibleAssetUsefulLife_D719206A8C3116F034B525D51355BFE0_terseLabel_en-US" xlink:label="lab_us-gaap_FiniteLivedIntangibleAssetUsefulLife_D719206A8C3116F034B525D51355BFE0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Intangible assets, useful life (in years)</link:label>
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    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentUsefulLife_05FA5A99219D364ACFB125D513553466_verboseLabel_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentUsefulLife_05FA5A99219D364ACFB125D513553466" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Property and equipment, estimated useful lives (in years)</link:label>
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    <link:label id="lab_us-gaap_OperatingLeaseRightOfUseAsset_6290423227DBCDCFED7725D513565628_terseLabel_en-US" xlink:label="lab_us-gaap_OperatingLeaseRightOfUseAsset_6290423227DBCDCFED7725D513565628" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Right-of-use assets</link:label>
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    <link:label id="lab_us-gaap_AdjustmentsToAdditionalPaidInCapitalSharebasedCompensationRequisiteServicePeriodRecognitionValue_A404FC011B94E9D129A825D5138FAB4F_terseLabel_en-US" xlink:label="lab_us-gaap_AdjustmentsToAdditionalPaidInCapitalSharebasedCompensationRequisiteServicePeriodRecognitionValue_A404FC011B94E9D129A825D5138FAB4F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Compensation expense under share incentive plans</link:label>
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    <link:label id="lab_us-gaap_StockholdersEquity_7FC74D39E187B4ADC16B25D5138F3483_periodEndLabel_en-US" xlink:label="lab_us-gaap_StockholdersEquity_7FC74D39E187B4ADC16B25D5138F3483" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel" xlink:type="resource" xml:lang="en-US">Balances</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockholdersEquity" xlink:label="loc_us-gaap_StockholdersEquity_7FC74D39E187B4ADC16B25D5138F3483" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CommonStockSharesOutstanding" xlink:label="loc_us-gaap_CommonStockSharesOutstanding_7D328AEAB934E047295025D5138F18BC" xlink:type="locator" />
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_1FA8813F38A57F58539D25D511669208" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_1FA8813F38A57F58539D25D511669208" xlink:type="arc" />
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    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriod_5E03AAA01F027E64828C25D51166B7A7_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriod_5E03AAA01F027E64828C25D51166B7A7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Equity Instruments Other than Options, Vested in Period</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriod" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriod_5E03AAA01F027E64828C25D51166B7A7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriod_5E03AAA01F027E64828C25D51166B7A7" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriod_5E03AAA01F027E64828C25D51166B7A7" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod_2C629878FE41949F389825D511664556_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod_2C629878FE41949F389825D511664556" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Forfeited (in shares)</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod_2C629878FE41949F389825D511664556_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod_2C629878FE41949F389825D511664556" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Equity Instruments Other than Options, Forfeited in Period</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod_2C629878FE41949F389825D511664556" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod_2C629878FE41949F389825D511664556" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod_2C629878FE41949F389825D511664556" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber_5D8C0E896A0EC4EDFBC525D51166D4A7_periodEndLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber_5D8C0E896A0EC4EDFBC525D51166D4A7" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel" xlink:type="resource" xml:lang="en-US">Unvested, end of year (in shares)</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber_5D8C0E896A0EC4EDFBC525D51166D4A7" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber_5D8C0E896A0EC4EDFBC525D51166D4A7" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValueRollForward_ED889F24A427729C5D7225D511667887_verboseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValueRollForward_ED889F24A427729C5D7225D511667887" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Weighted- Average Grant Date Fair Value</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValueRollForward_ED889F24A427729C5D7225D511667887_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValueRollForward_ED889F24A427729C5D7225D511667887" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Equity Instruments Other than Options, Nonvested, Weighted Average Grant Date Fair Value [Abstract]</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValueRollForward_ED889F24A427729C5D7225D511667887" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValueRollForward_ED889F24A427729C5D7225D511667887" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValue_D0FC6ECE02258D084FAD25D511660256_periodStartLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValue_D0FC6ECE02258D084FAD25D511660256" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel" xlink:type="resource" xml:lang="en-US">Unvested, beginning of year (in dollars per share)</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValue_D0FC6ECE02258D084FAD25D511660256_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValue_D0FC6ECE02258D084FAD25D511660256" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Equity Instruments Other than Options, Nonvested, Weighted Average Grant Date Fair Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValue" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValue_D0FC6ECE02258D084FAD25D511660256" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValue_D0FC6ECE02258D084FAD25D511660256" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValue_D0FC6ECE02258D084FAD25D511660256" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue_0BB1E4361388E16990CD25D511662D32_verboseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue_0BB1E4361388E16990CD25D511662D32" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Granted (in dollars per share)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue_0BB1E4361388E16990CD25D511662D32" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue_0BB1E4361388E16990CD25D511662D32" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue_0BB1E4361388E16990CD25D511662D32" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriodWeightedAverageGrantDateFairValue_E336FB0B0F15B31E7A9025D51167906A_verboseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriodWeightedAverageGrantDateFairValue_E336FB0B0F15B31E7A9025D51167906A" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Vested (in dollars per share)</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriodWeightedAverageGrantDateFairValue_E336FB0B0F15B31E7A9025D51167906A_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriodWeightedAverageGrantDateFairValue_E336FB0B0F15B31E7A9025D51167906A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Equity Instruments Other than Options, Vested in Period, Weighted Average Grant Date Fair Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriodWeightedAverageGrantDateFairValue" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriodWeightedAverageGrantDateFairValue_E336FB0B0F15B31E7A9025D51167906A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriodWeightedAverageGrantDateFairValue_E336FB0B0F15B31E7A9025D51167906A" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriodWeightedAverageGrantDateFairValue_E336FB0B0F15B31E7A9025D51167906A" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeituresWeightedAverageGrantDateFairValue_A19B4C741933E979899E25D51167EBE3_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeituresWeightedAverageGrantDateFairValue_A19B4C741933E979899E25D51167EBE3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Forfeited (in dollars per share)</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeituresWeightedAverageGrantDateFairValue_A19B4C741933E979899E25D51167EBE3_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeituresWeightedAverageGrantDateFairValue_A19B4C741933E979899E25D51167EBE3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Equity Instruments Other than Options, Forfeitures, Weighted Average Grant Date Fair Value</link:label>
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    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValue_56CD37987E86E60FDD6E25D511672D23_periodEndLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValue_56CD37987E86E60FDD6E25D511672D23" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel" xlink:type="resource" xml:lang="en-US">Unvested, end of year (in dollars per share)</link:label>
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    <link:label id="lab_jrvr_JuniorSubordinatedDebtAxis_2C516D0AE8FD1DD42E5E25D511C14BD1_terseLabel_en-US" xlink:label="lab_jrvr_JuniorSubordinatedDebtAxis_2C516D0AE8FD1DD42E5E25D511C14BD1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Junior Subordinated Debt [Axis]</link:label>
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    <link:label id="lab_jrvr_JuniorSubordinatedDebtDomain_BA2C8C91F4752AFDBF5D25D511C1A3E7_documentation_en-US" xlink:label="lab_jrvr_JuniorSubordinatedDebtDomain_BA2C8C91F4752AFDBF5D25D511C1A3E7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents categorization of information by junior subordinated debt.</link:label>
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    <link:label id="lab_jrvr_JamesRiverCapitalTrustIMember_BB9379A784B6D0306D0025D511C1AEFB_verboseLabel_en-US" xlink:label="lab_jrvr_JamesRiverCapitalTrustIMember_BB9379A784B6D0306D0025D511C1AEFB" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">James River Capital Trust I</link:label>
    <link:label id="lab_jrvr_JamesRiverCapitalTrustIMember_BB9379A784B6D0306D0025D511C1AEFB_label_en-US" xlink:label="lab_jrvr_JamesRiverCapitalTrustIMember_BB9379A784B6D0306D0025D511C1AEFB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">James River Capital Trust I [Member]</link:label>
    <link:label id="lab_jrvr_JamesRiverCapitalTrustIMember_BB9379A784B6D0306D0025D511C1AEFB_documentation_en-US" xlink:label="lab_jrvr_JamesRiverCapitalTrustIMember_BB9379A784B6D0306D0025D511C1AEFB" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information about James River Capital Trust I.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_JamesRiverCapitalTrustIMember" xlink:label="loc_jrvr_JamesRiverCapitalTrustIMember_BB9379A784B6D0306D0025D511C1AEFB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_JamesRiverCapitalTrustIMember_BB9379A784B6D0306D0025D511C1AEFB" xlink:to="lab_jrvr_JamesRiverCapitalTrustIMember_BB9379A784B6D0306D0025D511C1AEFB" xlink:type="arc" />
    <link:label id="lab_jrvr_JamesRiverCapitalTrustIiMember_73D4E4A25AADE5710B4E25D511C2589B_verboseLabel_en-US" xlink:label="lab_jrvr_JamesRiverCapitalTrustIiMember_73D4E4A25AADE5710B4E25D511C2589B" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">James River Capital Trust II</link:label>
    <link:label id="lab_jrvr_JamesRiverCapitalTrustIiMember_73D4E4A25AADE5710B4E25D511C2589B_label_en-US" xlink:label="lab_jrvr_JamesRiverCapitalTrustIiMember_73D4E4A25AADE5710B4E25D511C2589B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">James River Capital Trust Ii [Member]</link:label>
    <link:label id="lab_jrvr_JamesRiverCapitalTrustIiMember_73D4E4A25AADE5710B4E25D511C2589B_documentation_en-US" xlink:label="lab_jrvr_JamesRiverCapitalTrustIiMember_73D4E4A25AADE5710B4E25D511C2589B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information about James River Capital Trust II.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_JamesRiverCapitalTrustIiMember" xlink:label="loc_jrvr_JamesRiverCapitalTrustIiMember_73D4E4A25AADE5710B4E25D511C2589B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_JamesRiverCapitalTrustIiMember_73D4E4A25AADE5710B4E25D511C2589B" xlink:to="lab_jrvr_JamesRiverCapitalTrustIiMember_73D4E4A25AADE5710B4E25D511C2589B" xlink:type="arc" />
    <link:label id="lab_jrvr_JamesRiverCapitalTrustIiiMember_F3C4ACB57F487436C6F225D511C28DFD_verboseLabel_en-US" xlink:label="lab_jrvr_JamesRiverCapitalTrustIiiMember_F3C4ACB57F487436C6F225D511C28DFD" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">James River Capital Trust III</link:label>
    <link:label id="lab_jrvr_JamesRiverCapitalTrustIiiMember_F3C4ACB57F487436C6F225D511C28DFD_label_en-US" xlink:label="lab_jrvr_JamesRiverCapitalTrustIiiMember_F3C4ACB57F487436C6F225D511C28DFD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">James River Capital Trust Iii [Member]</link:label>
    <link:label id="lab_jrvr_JamesRiverCapitalTrustIiiMember_F3C4ACB57F487436C6F225D511C28DFD_documentation_en-US" xlink:label="lab_jrvr_JamesRiverCapitalTrustIiiMember_F3C4ACB57F487436C6F225D511C28DFD" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information about James River Capital Trust III.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_JamesRiverCapitalTrustIiiMember" xlink:label="loc_jrvr_JamesRiverCapitalTrustIiiMember_F3C4ACB57F487436C6F225D511C28DFD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_JamesRiverCapitalTrustIiiMember_F3C4ACB57F487436C6F225D511C28DFD" xlink:to="lab_jrvr_JamesRiverCapitalTrustIiiMember_F3C4ACB57F487436C6F225D511C28DFD" xlink:type="arc" />
    <link:label id="lab_jrvr_JamesRiverCapitalTrustIvMember_1AE3E81E26B580E1D0D925D511C2C9F5_verboseLabel_en-US" xlink:label="lab_jrvr_JamesRiverCapitalTrustIvMember_1AE3E81E26B580E1D0D925D511C2C9F5" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">James River Capital Trust IV</link:label>
    <link:label id="lab_jrvr_JamesRiverCapitalTrustIvMember_1AE3E81E26B580E1D0D925D511C2C9F5_label_en-US" xlink:label="lab_jrvr_JamesRiverCapitalTrustIvMember_1AE3E81E26B580E1D0D925D511C2C9F5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">James River Capital Trust Iv [Member]</link:label>
    <link:label id="lab_jrvr_JamesRiverCapitalTrustIvMember_1AE3E81E26B580E1D0D925D511C2C9F5_documentation_en-US" xlink:label="lab_jrvr_JamesRiverCapitalTrustIvMember_1AE3E81E26B580E1D0D925D511C2C9F5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information about James River Capital Trust IV.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_JamesRiverCapitalTrustIvMember" xlink:label="loc_jrvr_JamesRiverCapitalTrustIvMember_1AE3E81E26B580E1D0D925D511C2C9F5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_JamesRiverCapitalTrustIvMember_1AE3E81E26B580E1D0D925D511C2C9F5" xlink:to="lab_jrvr_JamesRiverCapitalTrustIvMember_1AE3E81E26B580E1D0D925D511C2C9F5" xlink:type="arc" />
    <link:label id="lab_jrvr_FranklinHoldingsIiBermudaCapitalTrustIMember_EBB40F65A06C77D3D43625D511C31EE8_verboseLabel_en-US" xlink:label="lab_jrvr_FranklinHoldingsIiBermudaCapitalTrustIMember_EBB40F65A06C77D3D43625D511C31EE8" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Franklin Holdings II (Bermuda) Capital Trust I</link:label>
    <link:label id="lab_jrvr_FranklinHoldingsIiBermudaCapitalTrustIMember_EBB40F65A06C77D3D43625D511C31EE8_label_en-US" xlink:label="lab_jrvr_FranklinHoldingsIiBermudaCapitalTrustIMember_EBB40F65A06C77D3D43625D511C31EE8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Franklin Holdings Ii Bermuda Capital Trust I [Member]</link:label>
    <link:label id="lab_jrvr_FranklinHoldingsIiBermudaCapitalTrustIMember_EBB40F65A06C77D3D43625D511C31EE8_documentation_en-US" xlink:label="lab_jrvr_FranklinHoldingsIiBermudaCapitalTrustIMember_EBB40F65A06C77D3D43625D511C31EE8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information about Franklin Holdings II Bermuda Capital Trust I.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_FranklinHoldingsIiBermudaCapitalTrustIMember" xlink:label="loc_jrvr_FranklinHoldingsIiBermudaCapitalTrustIMember_EBB40F65A06C77D3D43625D511C31EE8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_FranklinHoldingsIiBermudaCapitalTrustIMember_EBB40F65A06C77D3D43625D511C31EE8" xlink:to="lab_jrvr_FranklinHoldingsIiBermudaCapitalTrustIMember_EBB40F65A06C77D3D43625D511C31EE8" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentIssuanceDate1_D0BFC1A5AB67DE7556BE25D511C30EDC_verboseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentIssuanceDate1_D0BFC1A5AB67DE7556BE25D511C30EDC" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Issue date</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentIssuanceDate1_D0BFC1A5AB67DE7556BE25D511C30EDC_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentIssuanceDate1_D0BFC1A5AB67DE7556BE25D511C30EDC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Issuance Date</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentIssuanceDate1" xlink:label="loc_us-gaap_DebtInstrumentIssuanceDate1_D0BFC1A5AB67DE7556BE25D511C30EDC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentIssuanceDate1_D0BFC1A5AB67DE7556BE25D511C30EDC" xlink:to="lab_us-gaap_DebtInstrumentIssuanceDate1_D0BFC1A5AB67DE7556BE25D511C30EDC" xlink:type="arc" />
    <link:label id="lab_jrvr_FaceValueOfTrustPrefferedSecurties_7D2F613D0B93B0E7116925D511C42F9F_verboseLabel_en-US" xlink:label="lab_jrvr_FaceValueOfTrustPrefferedSecurties_7D2F613D0B93B0E7116925D511C42F9F" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Principal amount of Trust Preferred Securities</link:label>
    <link:label id="lab_jrvr_FaceValueOfTrustPrefferedSecurties_7D2F613D0B93B0E7116925D511C42F9F_label_en-US" xlink:label="lab_jrvr_FaceValueOfTrustPrefferedSecurties_7D2F613D0B93B0E7116925D511C42F9F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Face Value Of Trust Preferred Securities</link:label>
    <link:label id="lab_jrvr_FaceValueOfTrustPrefferedSecurties_7D2F613D0B93B0E7116925D511C42F9F_documentation_en-US" xlink:label="lab_jrvr_FaceValueOfTrustPrefferedSecurties_7D2F613D0B93B0E7116925D511C42F9F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents face value of trust preferred securities.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_FaceValueOfTrustPrefferedSecurties" xlink:label="loc_jrvr_FaceValueOfTrustPrefferedSecurties_7D2F613D0B93B0E7116925D511C42F9F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_FaceValueOfTrustPrefferedSecurties_7D2F613D0B93B0E7116925D511C42F9F" xlink:to="lab_jrvr_FaceValueOfTrustPrefferedSecurties_7D2F613D0B93B0E7116925D511C42F9F" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentFaceAmount_0E0C8005F5849D2A35B125D511C49B2E_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentFaceAmount_0E0C8005F5849D2A35B125D511C49B2E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Principal amount of Junior Subordinated Debt</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentFaceAmount" xlink:label="loc_us-gaap_DebtInstrumentFaceAmount_0E0C8005F5849D2A35B125D511C49B2E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentFaceAmount_0E0C8005F5849D2A35B125D511C49B2E" xlink:to="lab_us-gaap_DebtInstrumentFaceAmount_0E0C8005F5849D2A35B125D511C49B2E" xlink:type="arc" />
    <link:label id="lab_us-gaap_JuniorSubordinatedNotes_9C98DC1EE9F63A907ED625D511C431F3_terseLabel_en-US" xlink:label="lab_us-gaap_JuniorSubordinatedNotes_9C98DC1EE9F63A907ED625D511C431F3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Carrying amount of Junior Subordinated Debt net of repurchases</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_JuniorSubordinatedNotes" xlink:label="loc_us-gaap_JuniorSubordinatedNotes_9C98DC1EE9F63A907ED625D511C431F3" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DebtInstrumentMaturityDate_68BB096511658A65589B25D511C44B6F_verboseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentMaturityDate_68BB096511658A65589B25D511C44B6F" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Maturity date of Junior Subordinated Debt, unless accelerated earlier</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentMaturityDate_68BB096511658A65589B25D511C44B6F_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentMaturityDate_68BB096511658A65589B25D511C44B6F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Maturity Date</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentMaturityDate" xlink:label="loc_us-gaap_DebtInstrumentMaturityDate_68BB096511658A65589B25D511C44B6F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentMaturityDate_68BB096511658A65589B25D511C44B6F" xlink:to="lab_us-gaap_DebtInstrumentMaturityDate_68BB096511658A65589B25D511C44B6F" xlink:type="arc" />
    <link:label id="lab_jrvr_TrustCommonStock_ED75179BBCDDA40F091625D511C504D4_verboseLabel_en-US" xlink:label="lab_jrvr_TrustCommonStock_ED75179BBCDDA40F091625D511C504D4" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Trust common stock</link:label>
    <link:label id="lab_jrvr_TrustCommonStock_ED75179BBCDDA40F091625D511C504D4_label_en-US" xlink:label="lab_jrvr_TrustCommonStock_ED75179BBCDDA40F091625D511C504D4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Trust Common Stock</link:label>
    <link:label id="lab_jrvr_TrustCommonStock_ED75179BBCDDA40F091625D511C504D4_documentation_en-US" xlink:label="lab_jrvr_TrustCommonStock_ED75179BBCDDA40F091625D511C504D4" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents trust common stock.</link:label>
    <link:loc xlink:href="jrvr-20181231.xsd#jrvr_TrustCommonStock" xlink:label="loc_jrvr_TrustCommonStock_ED75179BBCDDA40F091625D511C504D4" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DebtInstrumentDescriptionOfVariableRateBasis_E04033160026BC699BEB25D511C51069_verboseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentDescriptionOfVariableRateBasis_E04033160026BC699BEB25D511C51069" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Interest rate, per annum</link:label>
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