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    <link:label id="lab_us-gaap_TaxCutsAndJobsActOf2017IncomeTaxExpenseBenefit_7AB3F7F0F914C20E808483397F92BB55_terseLabel_en-US" xlink:label="lab_us-gaap_TaxCutsAndJobsActOf2017IncomeTaxExpenseBenefit_7AB3F7F0F914C20E808483397F92BB55" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income tax expense recognized over next six years per year</link:label>
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    <link:label id="lab_us-gaap_EffectiveIncomeTaxRateReconciliationAtFederalStatutoryIncomeTaxRate_9935913D796405276E1983397F92C57E_verboseLabel_en-US" xlink:label="lab_us-gaap_EffectiveIncomeTaxRateReconciliationAtFederalStatutoryIncomeTaxRate_9935913D796405276E1983397F92C57E" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Federal statutory tax rates</link:label>
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    <link:label id="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesDomestic_30B821F2336924F93BC183397F9223F9_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesDomestic_30B821F2336924F93BC183397F9223F9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">U.S. income before Federal income taxes</link:label>
    <link:label id="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesDomestic_30B821F2336924F93BC183397F9223F9_label_en-US" xlink:label="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesDomestic_30B821F2336924F93BC183397F9223F9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income (Loss) from Continuing Operations before Income Taxes, Domestic</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_IncomeLossFromContinuingOperationsBeforeIncomeTaxesDomestic_30B821F2336924F93BC183397F9223F9" xlink:to="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesDomestic_30B821F2336924F93BC183397F9223F9" xlink:type="arc" />
    <link:label id="lab_jrvr_PercentageOfExciseTaxOnReinsurancePremiumsPaid_58B805D302BD539ABB1683397F923920_verboseLabel_en-US" xlink:label="lab_jrvr_PercentageOfExciseTaxOnReinsurancePremiumsPaid_58B805D302BD539ABB1683397F923920" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Percentage of excise tax on reinsurance premiums paid</link:label>
    <link:label id="lab_jrvr_PercentageOfExciseTaxOnReinsurancePremiumsPaid_58B805D302BD539ABB1683397F923920_label_en-US" xlink:label="lab_jrvr_PercentageOfExciseTaxOnReinsurancePremiumsPaid_58B805D302BD539ABB1683397F923920" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Excise Tax On Reinsurance Premiums Paid</link:label>
    <link:label id="lab_jrvr_PercentageOfExciseTaxOnReinsurancePremiumsPaid_58B805D302BD539ABB1683397F923920_documentation_en-US" xlink:label="lab_jrvr_PercentageOfExciseTaxOnReinsurancePremiumsPaid_58B805D302BD539ABB1683397F923920" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents excise tax on reinsurance premiums paid.</link:label>
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    <link:label id="lab_jrvr_PaymentOfFederalExciseTaxes_662855C0CF844D759DD783397F932202_verboseLabel_en-US" xlink:label="lab_jrvr_PaymentOfFederalExciseTaxes_662855C0CF844D759DD783397F932202" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Payment of federal excise taxes</link:label>
    <link:label id="lab_jrvr_PaymentOfFederalExciseTaxes_662855C0CF844D759DD783397F932202_label_en-US" xlink:label="lab_jrvr_PaymentOfFederalExciseTaxes_662855C0CF844D759DD783397F932202" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payment Of Federal Excise Taxes</link:label>
    <link:label id="lab_jrvr_PaymentOfFederalExciseTaxes_662855C0CF844D759DD783397F932202_documentation_en-US" xlink:label="lab_jrvr_PaymentOfFederalExciseTaxes_662855C0CF844D759DD783397F932202" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents payment of federal excise taxes on intercompany reinsurance transactions.</link:label>
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    <link:label id="lab_jrvr_ExciseTaxesPaid_1EAF079A122C92E7A93583397F937E7A_verboseLabel_en-US" xlink:label="lab_jrvr_ExciseTaxesPaid_1EAF079A122C92E7A93583397F937E7A" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Excise taxes paid</link:label>
    <link:label id="lab_jrvr_ExciseTaxesPaid_1EAF079A122C92E7A93583397F937E7A_label_en-US" xlink:label="lab_jrvr_ExciseTaxesPaid_1EAF079A122C92E7A93583397F937E7A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Excise Taxes Paid</link:label>
    <link:label id="lab_jrvr_ExciseTaxesPaid_1EAF079A122C92E7A93583397F937E7A_documentation_en-US" xlink:label="lab_jrvr_ExciseTaxesPaid_1EAF079A122C92E7A93583397F937E7A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents excise taxes paid on written premiums assumed from third-party insurers with respect to risks located in the U.S.</link:label>
    <link:loc xlink:href="jrvr-20191231.xsd#jrvr_ExciseTaxesPaid" xlink:label="loc_jrvr_ExciseTaxesPaid_1EAF079A122C92E7A93583397F937E7A" xlink:type="locator" />
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    <link:label id="lab_jrvr_OtherOperatingExpensesAndOtherExpensesAbstract_5583A313AB1CE761F184C7E94EBD4153_documentation_en-US" xlink:label="lab_jrvr_OtherOperatingExpensesAndOtherExpensesAbstract_5583A313AB1CE761F184C7E94EBD4153" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US" />
    <link:loc xlink:href="jrvr-20191231.xsd#jrvr_OtherOperatingExpensesAndOtherExpensesAbstract" xlink:label="loc_jrvr_OtherOperatingExpensesAndOtherExpensesAbstract_5583A313AB1CE761F184C7E94EBD4153" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_OtherOperatingExpensesAndOtherExpensesAbstract_5583A313AB1CE761F184C7E94EBD4153" xlink:to="lab_jrvr_OtherOperatingExpensesAndOtherExpensesAbstract_5583A313AB1CE761F184C7E94EBD4153" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredPolicyAcquisitionCostAmortizationExpense_94BFAB08BDEA14F1AEC9C7E94EBDAE00_verboseLabel_en-US" xlink:label="lab_us-gaap_DeferredPolicyAcquisitionCostAmortizationExpense_94BFAB08BDEA14F1AEC9C7E94EBDAE00" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Amortization of policy acquisition costs</link:label>
    <link:label id="lab_us-gaap_DeferredPolicyAcquisitionCostAmortizationExpense_94BFAB08BDEA14F1AEC9C7E94EBDAE00_label_en-US" xlink:label="lab_us-gaap_DeferredPolicyAcquisitionCostAmortizationExpense_94BFAB08BDEA14F1AEC9C7E94EBDAE00" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Policy Acquisition Costs, Amortization Expense</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DeferredPolicyAcquisitionCostAmortizationExpense" xlink:label="loc_us-gaap_DeferredPolicyAcquisitionCostAmortizationExpense_94BFAB08BDEA14F1AEC9C7E94EBDAE00" xlink:type="locator" />
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    <link:label id="lab_us-gaap_OtherUnderwritingExpense_183CF86B7A19C7924CACC7E94EBE08F7_verboseLabel_en-US" xlink:label="lab_us-gaap_OtherUnderwritingExpense_183CF86B7A19C7924CACC7E94EBE08F7" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Other underwriting expenses of the insurance segments</link:label>
    <link:label id="lab_us-gaap_OtherUnderwritingExpense_183CF86B7A19C7924CACC7E94EBE08F7_label_en-US" xlink:label="lab_us-gaap_OtherUnderwritingExpense_183CF86B7A19C7924CACC7E94EBE08F7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Underwriting Expense</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_OtherUnderwritingExpense" xlink:label="loc_us-gaap_OtherUnderwritingExpense_183CF86B7A19C7924CACC7E94EBE08F7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherUnderwritingExpense_183CF86B7A19C7924CACC7E94EBE08F7" xlink:to="lab_us-gaap_OtherUnderwritingExpense_183CF86B7A19C7924CACC7E94EBE08F7" xlink:type="arc" />
    <link:label id="lab_jrvr_OtherOperatingExpensesOfCorporateAndOtherSegment_84EE40688E928CE3CB76C7E94EBEEBA3_verboseLabel_en-US" xlink:label="lab_jrvr_OtherOperatingExpensesOfCorporateAndOtherSegment_84EE40688E928CE3CB76C7E94EBEEBA3" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Other operating expenses of the Corporate and Other segment</link:label>
    <link:label id="lab_jrvr_OtherOperatingExpensesOfCorporateAndOtherSegment_84EE40688E928CE3CB76C7E94EBEEBA3_label_en-US" xlink:label="lab_jrvr_OtherOperatingExpensesOfCorporateAndOtherSegment_84EE40688E928CE3CB76C7E94EBEEBA3" 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_84EE40688E928CE3CB76C7E94EBEEBA3_documentation_en-US" xlink:label="lab_jrvr_OtherOperatingExpensesOfCorporateAndOtherSegment_84EE40688E928CE3CB76C7E94EBEEBA3" 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>
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    <link:label id="lab_us-gaap_OtherCostAndExpenseOperating_5E0861B87A49E997F1F6C7E94EBE2F8C_totalLabel_en-US" xlink:label="lab_us-gaap_OtherCostAndExpenseOperating_5E0861B87A49E997F1F6C7E94EBE2F8C" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total</link:label>
    <link:label id="lab_us-gaap_OtherCostAndExpenseOperating_5E0861B87A49E997F1F6C7E94EBE2F8C_label_en-US" xlink:label="lab_us-gaap_OtherCostAndExpenseOperating_5E0861B87A49E997F1F6C7E94EBE2F8C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Cost and Expense, Operating</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_OtherCostAndExpenseOperating" xlink:label="loc_us-gaap_OtherCostAndExpenseOperating_5E0861B87A49E997F1F6C7E94EBE2F8C" xlink:type="locator" />
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    <link:label id="lab_us-gaap_InvestmentsDebtAndEquitySecuritiesAbstract_672F8E1D4EC6C77A3C985B5227743785_label_en-US" xlink:label="lab_us-gaap_InvestmentsDebtAndEquitySecuritiesAbstract_672F8E1D4EC6C77A3C985B5227743785" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_InvestmentsDebtAndEquitySecuritiesAbstract" xlink:label="loc_us-gaap_InvestmentsDebtAndEquitySecuritiesAbstract_672F8E1D4EC6C77A3C985B5227743785" xlink:type="locator" />
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    <link:label id="lab_us-gaap_ScheduleOfAvailableForSaleSecuritiesTable_04410C30433DE4EF80865B522774AEA5_label_en-US" xlink:label="lab_us-gaap_ScheduleOfAvailableForSaleSecuritiesTable_04410C30433DE4EF80865B522774AEA5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Available-for-sale Securities [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ScheduleOfAvailableForSaleSecuritiesTable" xlink:label="loc_us-gaap_ScheduleOfAvailableForSaleSecuritiesTable_04410C30433DE4EF80865B522774AEA5" xlink:type="locator" />
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    <link:label id="lab_us-gaap_FinancialInstrumentAxis_423A1CDB25D3E9DA8A2A5B522774FD93_terseLabel_en-US" xlink:label="lab_us-gaap_FinancialInstrumentAxis_423A1CDB25D3E9DA8A2A5B522774FD93" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Financial Instrument [Axis]</link:label>
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    <link:label id="lab_jrvr_IndividualRiskWorkersCompensationMember_DAC42C386457A38BCCCF83398062A448_terseLabel_en-US" xlink:label="lab_jrvr_IndividualRiskWorkersCompensationMember_DAC42C386457A38BCCCF83398062A448" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Individual Risk Workers' Compensation</link:label>
    <link:label id="lab_jrvr_IndividualRiskWorkersCompensationMember_DAC42C386457A38BCCCF83398062A448_label_en-US" xlink:label="lab_jrvr_IndividualRiskWorkersCompensationMember_DAC42C386457A38BCCCF83398062A448" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Individual Risk Workers Compensation [Member]</link:label>
    <link:label id="lab_jrvr_IndividualRiskWorkersCompensationMember_DAC42C386457A38BCCCF83398062A448_documentation_en-US" xlink:label="lab_jrvr_IndividualRiskWorkersCompensationMember_DAC42C386457A38BCCCF83398062A448" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information about individual risk workers compensation.</link:label>
    <link:loc xlink:href="jrvr-20191231.xsd#jrvr_IndividualRiskWorkersCompensationMember" xlink:label="loc_jrvr_IndividualRiskWorkersCompensationMember_DAC42C386457A38BCCCF83398062A448" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_IndividualRiskWorkersCompensationMember_DAC42C386457A38BCCCF83398062A448" xlink:to="lab_jrvr_IndividualRiskWorkersCompensationMember_DAC42C386457A38BCCCF83398062A448" xlink:type="arc" />
    <link:label id="lab_us-gaap_StatementBusinessSegmentsAxis_2769D91C9C5A56285B79833980622F7C_terseLabel_en-US" xlink:label="lab_us-gaap_StatementBusinessSegmentsAxis_2769D91C9C5A56285B79833980622F7C" 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_2769D91C9C5A56285B79833980622F7C_label_en-US" xlink:label="lab_us-gaap_StatementBusinessSegmentsAxis_2769D91C9C5A56285B79833980622F7C" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_StatementBusinessSegmentsAxis" xlink:label="loc_us-gaap_StatementBusinessSegmentsAxis_2769D91C9C5A56285B79833980622F7C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StatementBusinessSegmentsAxis_2769D91C9C5A56285B79833980622F7C" xlink:to="lab_us-gaap_StatementBusinessSegmentsAxis_2769D91C9C5A56285B79833980622F7C" xlink:type="arc" />
    <link:label id="lab_us-gaap_SegmentDomain_678E03C6F24CA8D333F08339806282CF_terseLabel_en-US" xlink:label="lab_us-gaap_SegmentDomain_678E03C6F24CA8D333F08339806282CF" 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_678E03C6F24CA8D333F08339806282CF_label_en-US" xlink:label="lab_us-gaap_SegmentDomain_678E03C6F24CA8D333F08339806282CF" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_SegmentDomain" xlink:label="loc_us-gaap_SegmentDomain_678E03C6F24CA8D333F08339806282CF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SegmentDomain_678E03C6F24CA8D333F08339806282CF" xlink:to="lab_us-gaap_SegmentDomain_678E03C6F24CA8D333F08339806282CF" xlink:type="arc" />
    <link:label id="lab_jrvr_CasualtyReinsuranceMember_19F644C0552A95BECE27833980630A3A_terseLabel_en-US" xlink:label="lab_jrvr_CasualtyReinsuranceMember_19F644C0552A95BECE27833980630A3A" 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_19F644C0552A95BECE27833980630A3A_label_en-US" xlink:label="lab_jrvr_CasualtyReinsuranceMember_19F644C0552A95BECE27833980630A3A" 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_19F644C0552A95BECE27833980630A3A_documentation_en-US" xlink:label="lab_jrvr_CasualtyReinsuranceMember_19F644C0552A95BECE27833980630A3A" 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-20191231.xsd#jrvr_CasualtyReinsuranceMember" xlink:label="loc_jrvr_CasualtyReinsuranceMember_19F644C0552A95BECE27833980630A3A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_CasualtyReinsuranceMember_19F644C0552A95BECE27833980630A3A" xlink:to="lab_jrvr_CasualtyReinsuranceMember_19F644C0552A95BECE27833980630A3A" xlink:type="arc" />
    <link:label id="lab_jrvr_SpecialtyAdmittedInsuranceMember_FC5BC3314D570ECBE1C383398063F125_terseLabel_en-US" xlink:label="lab_jrvr_SpecialtyAdmittedInsuranceMember_FC5BC3314D570ECBE1C383398063F125" 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_FC5BC3314D570ECBE1C383398063F125_label_en-US" xlink:label="lab_jrvr_SpecialtyAdmittedInsuranceMember_FC5BC3314D570ECBE1C383398063F125" 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_FC5BC3314D570ECBE1C383398063F125_documentation_en-US" xlink:label="lab_jrvr_SpecialtyAdmittedInsuranceMember_FC5BC3314D570ECBE1C383398063F125" 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-20191231.xsd#jrvr_SpecialtyAdmittedInsuranceMember" xlink:label="loc_jrvr_SpecialtyAdmittedInsuranceMember_FC5BC3314D570ECBE1C383398063F125" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_SpecialtyAdmittedInsuranceMember_FC5BC3314D570ECBE1C383398063F125" xlink:to="lab_jrvr_SpecialtyAdmittedInsuranceMember_FC5BC3314D570ECBE1C383398063F125" xlink:type="arc" />
    <link:label id="lab_jrvr_ExcessAndSurplusLinesMember_F451C9669299BC3A1437833980630AF2_terseLabel_en-US" xlink:label="lab_jrvr_ExcessAndSurplusLinesMember_F451C9669299BC3A1437833980630AF2" 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_F451C9669299BC3A1437833980630AF2_label_en-US" xlink:label="lab_jrvr_ExcessAndSurplusLinesMember_F451C9669299BC3A1437833980630AF2" 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_F451C9669299BC3A1437833980630AF2_documentation_en-US" xlink:label="lab_jrvr_ExcessAndSurplusLinesMember_F451C9669299BC3A1437833980630AF2" 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-20191231.xsd#jrvr_ExcessAndSurplusLinesMember" xlink:label="loc_jrvr_ExcessAndSurplusLinesMember_F451C9669299BC3A1437833980630AF2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ExcessAndSurplusLinesMember_F451C9669299BC3A1437833980630AF2" xlink:to="lab_jrvr_ExcessAndSurplusLinesMember_F451C9669299BC3A1437833980630AF2" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShortdurationInsuranceContractsAccidentYearAxis_52AACFDE19CEA7EB67DA8339806399D6_terseLabel_en-US" xlink:label="lab_us-gaap_ShortdurationInsuranceContractsAccidentYearAxis_52AACFDE19CEA7EB67DA8339806399D6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Short-duration Insurance Contracts, Accident Year [Axis]</link:label>
    <link:label id="lab_us-gaap_ShortdurationInsuranceContractsAccidentYearAxis_52AACFDE19CEA7EB67DA8339806399D6_label_en-US" xlink:label="lab_us-gaap_ShortdurationInsuranceContractsAccidentYearAxis_52AACFDE19CEA7EB67DA8339806399D6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Short-duration Insurance Contracts, Accident Year [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ShortdurationInsuranceContractsAccidentYearAxis" xlink:label="loc_us-gaap_ShortdurationInsuranceContractsAccidentYearAxis_52AACFDE19CEA7EB67DA8339806399D6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShortdurationInsuranceContractsAccidentYearAxis_52AACFDE19CEA7EB67DA8339806399D6" xlink:to="lab_us-gaap_ShortdurationInsuranceContractsAccidentYearAxis_52AACFDE19CEA7EB67DA8339806399D6" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShortdurationInsuranceContractsAccidentYearDomain_8DA03866937A24D6503C83398063BC89_terseLabel_en-US" xlink:label="lab_us-gaap_ShortdurationInsuranceContractsAccidentYearDomain_8DA03866937A24D6503C83398063BC89" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Short-duration Insurance Contracts, Accident Year [Domain]</link:label>
    <link:label id="lab_us-gaap_ShortdurationInsuranceContractsAccidentYearDomain_8DA03866937A24D6503C83398063BC89_label_en-US" xlink:label="lab_us-gaap_ShortdurationInsuranceContractsAccidentYearDomain_8DA03866937A24D6503C83398063BC89" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Short-duration Insurance Contracts, Accident Year [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ShortdurationInsuranceContractsAccidentYearDomain" xlink:label="loc_us-gaap_ShortdurationInsuranceContractsAccidentYearDomain_8DA03866937A24D6503C83398063BC89" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShortdurationInsuranceContractsAccidentYearDomain_8DA03866937A24D6503C83398063BC89" xlink:to="lab_us-gaap_ShortdurationInsuranceContractsAccidentYearDomain_8DA03866937A24D6503C83398063BC89" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2010Member_6732F745DDB3D1B8F8C783398063AC0F_terseLabel_en-US" xlink:label="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2010Member_6732F745DDB3D1B8F8C783398063AC0F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accident year 2010</link:label>
    <link:label id="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2010Member_6732F745DDB3D1B8F8C783398063AC0F_label_en-US" xlink:label="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2010Member_6732F745DDB3D1B8F8C783398063AC0F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Short-duration Insurance Contracts, Accident Year 2010 [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ShortdurationInsuranceContractsAccidentYear2010Member" xlink:label="loc_us-gaap_ShortdurationInsuranceContractsAccidentYear2010Member_6732F745DDB3D1B8F8C783398063AC0F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShortdurationInsuranceContractsAccidentYear2010Member_6732F745DDB3D1B8F8C783398063AC0F" xlink:to="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2010Member_6732F745DDB3D1B8F8C783398063AC0F" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2011Member_527EC522041F9B8BD51C83398064E7AE_terseLabel_en-US" xlink:label="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2011Member_527EC522041F9B8BD51C83398064E7AE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accident year 2011</link:label>
    <link:label id="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2011Member_527EC522041F9B8BD51C83398064E7AE_label_en-US" xlink:label="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2011Member_527EC522041F9B8BD51C83398064E7AE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Short-duration Insurance Contracts, Accident Year 2011 [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ShortdurationInsuranceContractsAccidentYear2011Member" xlink:label="loc_us-gaap_ShortdurationInsuranceContractsAccidentYear2011Member_527EC522041F9B8BD51C83398064E7AE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShortdurationInsuranceContractsAccidentYear2011Member_527EC522041F9B8BD51C83398064E7AE" xlink:to="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2011Member_527EC522041F9B8BD51C83398064E7AE" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2012Member_6CC794FEB3CF971842D98339806485C9_terseLabel_en-US" xlink:label="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2012Member_6CC794FEB3CF971842D98339806485C9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accident year 2012</link:label>
    <link:label id="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2012Member_6CC794FEB3CF971842D98339806485C9_label_en-US" xlink:label="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2012Member_6CC794FEB3CF971842D98339806485C9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Short-duration Insurance Contracts, Accident Year 2012 [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ShortdurationInsuranceContractsAccidentYear2012Member" xlink:label="loc_us-gaap_ShortdurationInsuranceContractsAccidentYear2012Member_6CC794FEB3CF971842D98339806485C9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShortdurationInsuranceContractsAccidentYear2012Member_6CC794FEB3CF971842D98339806485C9" xlink:to="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2012Member_6CC794FEB3CF971842D98339806485C9" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2013Member_52E6D73F77C9123B391883398064F6A2_terseLabel_en-US" xlink:label="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2013Member_52E6D73F77C9123B391883398064F6A2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accident year 2013</link:label>
    <link:label id="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2013Member_52E6D73F77C9123B391883398064F6A2_label_en-US" xlink:label="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2013Member_52E6D73F77C9123B391883398064F6A2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Short-duration Insurance Contracts, Accident Year 2013 [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ShortdurationInsuranceContractsAccidentYear2013Member" xlink:label="loc_us-gaap_ShortdurationInsuranceContractsAccidentYear2013Member_52E6D73F77C9123B391883398064F6A2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShortdurationInsuranceContractsAccidentYear2013Member_52E6D73F77C9123B391883398064F6A2" xlink:to="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2013Member_52E6D73F77C9123B391883398064F6A2" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2014Member_1B26308A68A721BE5B6D833980644C2C_terseLabel_en-US" xlink:label="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2014Member_1B26308A68A721BE5B6D833980644C2C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accident year 2014</link:label>
    <link:label id="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2014Member_1B26308A68A721BE5B6D833980644C2C_label_en-US" xlink:label="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2014Member_1B26308A68A721BE5B6D833980644C2C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Short-duration Insurance Contracts, Accident Year 2014 [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ShortdurationInsuranceContractsAccidentYear2014Member" xlink:label="loc_us-gaap_ShortdurationInsuranceContractsAccidentYear2014Member_1B26308A68A721BE5B6D833980644C2C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShortdurationInsuranceContractsAccidentYear2014Member_1B26308A68A721BE5B6D833980644C2C" xlink:to="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2014Member_1B26308A68A721BE5B6D833980644C2C" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2015Member_085C3017C8DA37C9D923833980654F18_terseLabel_en-US" xlink:label="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2015Member_085C3017C8DA37C9D923833980654F18" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accident year 2015</link:label>
    <link:label id="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2015Member_085C3017C8DA37C9D923833980654F18_label_en-US" xlink:label="lab_us-gaap_ShortdurationInsuranceContractsAccidentYear2015Member_085C3017C8DA37C9D923833980654F18" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Short-duration Insurance Contracts, Accident Year 2015 [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ShortdurationInsuranceContractsAccidentYear2015Member" xlink:label="loc_us-gaap_ShortdurationInsuranceContractsAccidentYear2015Member_085C3017C8DA37C9D923833980654F18" xlink:type="locator" />
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    <link:label id="lab_us-gaap_SharePrice_0C00CF47571837BC2F85C3E72BBC5969_verboseLabel_en-US" xlink:label="lab_us-gaap_SharePrice_0C00CF47571837BC2F85C3E72BBC5969" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Fair value of shares used in calculation of intrinsic values (in dollars per share)</link:label>
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    <link:label id="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2_6B6456B04687346FF9AFC3E72BBD316D_terseLabel_en-US" xlink:label="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2_6B6456B04687346FF9AFC3E72BBD316D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Weighted-average remaining contractual life of options outstanding (in years)</link:label>
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    <link:label id="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableWeightedAverageRemainingContractualTerm1_854DC4DA8D56D13754A3C3E72BBD4401_terseLabel_en-US" xlink:label="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableWeightedAverageRemainingContractualTerm1_854DC4DA8D56D13754A3C3E72BBD4401" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Weighted-average remaining contractual life of options exercisable (in years)</link:label>
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    <link:label id="lab_jrvr_VestingOfRestrictedStockUnitsValue_057766979F76FA3B5C347E76D69360D3_verboseLabel_en-US" xlink:label="lab_jrvr_VestingOfRestrictedStockUnitsValue_057766979F76FA3B5C347E76D69360D3" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Vesting of RSUs</link:label>
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    <link:label id="lab_jrvr_VestingOfRestrictedStockUnitsValue_057766979F76FA3B5C347E76D69360D3_documentation_en-US" xlink:label="lab_jrvr_VestingOfRestrictedStockUnitsValue_057766979F76FA3B5C347E76D69360D3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the amount related to values of vesting of restricted stock units.</link:label>
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    <link:label id="lab_jrvr_VestingOfRestrictedStockUnitsShares_E78B98856F16966465ED7E76D6949BBB_verboseLabel_en-US" xlink:label="lab_jrvr_VestingOfRestrictedStockUnitsShares_E78B98856F16966465ED7E76D6949BBB" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Vesting of RSUs (in shares)</link:label>
    <link:label id="lab_jrvr_VestingOfRestrictedStockUnitsShares_E78B98856F16966465ED7E76D6949BBB_label_en-US" xlink:label="lab_jrvr_VestingOfRestrictedStockUnitsShares_E78B98856F16966465ED7E76D6949BBB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Vesting Of Restricted Stock Units Shares</link:label>
    <link:label id="lab_jrvr_VestingOfRestrictedStockUnitsShares_E78B98856F16966465ED7E76D6949BBB_documentation_en-US" xlink:label="lab_jrvr_VestingOfRestrictedStockUnitsShares_E78B98856F16966465ED7E76D6949BBB" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the amount related to shares of vesting of restricted stock units and related excess tax benefits.</link:label>
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    <link:label id="lab_us-gaap_AdjustmentsToAdditionalPaidInCapitalSharebasedCompensationRequisiteServicePeriodRecognitionValue_389394C06E6596070D1C7E76D694150F_terseLabel_en-US" xlink:label="lab_us-gaap_AdjustmentsToAdditionalPaidInCapitalSharebasedCompensationRequisiteServicePeriodRecognitionValue_389394C06E6596070D1C7E76D694150F" 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_C06274107F21405369E67E76D694DB81_periodEndLabel_en-US" xlink:label="lab_us-gaap_StockholdersEquity_C06274107F21405369E67E76D694DB81" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_StockholdersEquity" xlink:label="loc_us-gaap_StockholdersEquity_C06274107F21405369E67E76D694DB81" xlink:type="locator" />
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    <link:label id="lab_us-gaap_StatutoryAccountingPracticesLineItems_C6EC9E9022F3A735D2F7271070812CBC_terseLabel_en-US" xlink:label="lab_us-gaap_StatutoryAccountingPracticesLineItems_C6EC9E9022F3A735D2F7271070812CBC" 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_C6EC9E9022F3A735D2F7271070812CBC_label_en-US" xlink:label="lab_us-gaap_StatutoryAccountingPracticesLineItems_C6EC9E9022F3A735D2F7271070812CBC" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_StatutoryAccountingPracticesLineItems" xlink:label="loc_us-gaap_StatutoryAccountingPracticesLineItems_C6EC9E9022F3A735D2F7271070812CBC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StatutoryAccountingPracticesLineItems_C6EC9E9022F3A735D2F7271070812CBC" xlink:to="lab_us-gaap_StatutoryAccountingPracticesLineItems_C6EC9E9022F3A735D2F7271070812CBC" xlink:type="arc" />
    <link:label id="lab_jrvr_DividendLimitationsPercentageOfStatutorySurplus_4F318F353A13BD1928ED27107082DF41_verboseLabel_en-US" xlink:label="lab_jrvr_DividendLimitationsPercentageOfStatutorySurplus_4F318F353A13BD1928ED27107082DF41" 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_4F318F353A13BD1928ED27107082DF41_label_en-US" xlink:label="lab_jrvr_DividendLimitationsPercentageOfStatutorySurplus_4F318F353A13BD1928ED27107082DF41" 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_4F318F353A13BD1928ED27107082DF41_documentation_en-US" xlink:label="lab_jrvr_DividendLimitationsPercentageOfStatutorySurplus_4F318F353A13BD1928ED27107082DF41" 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-20191231.xsd#jrvr_DividendLimitationsPercentageOfStatutorySurplus" xlink:label="loc_jrvr_DividendLimitationsPercentageOfStatutorySurplus_4F318F353A13BD1928ED27107082DF41" xlink:type="locator" />
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    <link:label id="lab_us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPaymentsWithoutRegulatoryApproval_C463C2BE1A93F48E34CA271070820F5B_verboseLabel_en-US" xlink:label="lab_us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPaymentsWithoutRegulatoryApproval_C463C2BE1A93F48E34CA271070820F5B" 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_C463C2BE1A93F48E34CA271070820F5B_label_en-US" xlink:label="lab_us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPaymentsWithoutRegulatoryApproval_C463C2BE1A93F48E34CA271070820F5B" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPaymentsWithoutRegulatoryApproval" xlink:label="loc_us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPaymentsWithoutRegulatoryApproval_C463C2BE1A93F48E34CA271070820F5B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPaymentsWithoutRegulatoryApproval_C463C2BE1A93F48E34CA271070820F5B" xlink:to="lab_us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPaymentsWithoutRegulatoryApproval_C463C2BE1A93F48E34CA271070820F5B" xlink:type="arc" />
    <link:label id="lab_jrvr_PercentageOfDividendWithholdingTaxForDistributions_12CC16F51B665E709BDD27107082BB0B_verboseLabel_en-US" xlink:label="lab_jrvr_PercentageOfDividendWithholdingTaxForDistributions_12CC16F51B665E709BDD27107082BB0B" 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_12CC16F51B665E709BDD27107082BB0B_label_en-US" xlink:label="lab_jrvr_PercentageOfDividendWithholdingTaxForDistributions_12CC16F51B665E709BDD27107082BB0B" 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_12CC16F51B665E709BDD27107082BB0B_documentation_en-US" xlink:label="lab_jrvr_PercentageOfDividendWithholdingTaxForDistributions_12CC16F51B665E709BDD27107082BB0B" 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-20191231.xsd#jrvr_PercentageOfDividendWithholdingTaxForDistributions" xlink:label="loc_jrvr_PercentageOfDividendWithholdingTaxForDistributions_12CC16F51B665E709BDD27107082BB0B" xlink:type="locator" />
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    <link:label id="lab_jrvr_PercentageOfDividendDistributionTax_8BA31B1F201E294C013827107082F89C_verboseLabel_en-US" xlink:label="lab_jrvr_PercentageOfDividendDistributionTax_8BA31B1F201E294C013827107082F89C" 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_8BA31B1F201E294C013827107082F89C_label_en-US" xlink:label="lab_jrvr_PercentageOfDividendDistributionTax_8BA31B1F201E294C013827107082F89C" 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_8BA31B1F201E294C013827107082F89C_documentation_en-US" xlink:label="lab_jrvr_PercentageOfDividendDistributionTax_8BA31B1F201E294C013827107082F89C" 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-20191231.xsd#jrvr_PercentageOfDividendDistributionTax" xlink:label="loc_jrvr_PercentageOfDividendDistributionTax_8BA31B1F201E294C013827107082F89C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_PercentageOfDividendDistributionTax_8BA31B1F201E294C013827107082F89C" xlink:to="lab_jrvr_PercentageOfDividendDistributionTax_8BA31B1F201E294C013827107082F89C" xlink:type="arc" />
    <link:label id="lab_us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPayments_1BD8889BE746E3E82482271070822FE0_verboseLabel_en-US" xlink:label="lab_us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPayments_1BD8889BE746E3E82482271070822FE0" 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_1BD8889BE746E3E82482271070822FE0_label_en-US" xlink:label="lab_us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPayments_1BD8889BE746E3E82482271070822FE0" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPayments" xlink:label="loc_us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPayments_1BD8889BE746E3E82482271070822FE0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPayments_1BD8889BE746E3E82482271070822FE0" xlink:to="lab_us-gaap_StatutoryAccountingPracticesStatutoryAmountAvailableForDividendPayments_1BD8889BE746E3E82482271070822FE0" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAmortizedCostAbstract_068D352D11DF71C47FC85B52278B4554_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAmortizedCostAbstract_068D352D11DF71C47FC85B52278B4554" 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_068D352D11DF71C47FC85B52278B4554_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAmortizedCostAbstract_068D352D11DF71C47FC85B52278B4554" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAmortizedCostAbstract" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAmortizedCostAbstract_068D352D11DF71C47FC85B52278B4554" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAmortizedCostAbstract_068D352D11DF71C47FC85B52278B4554" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAmortizedCostAbstract_068D352D11DF71C47FC85B52278B4554" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost_D45DD6F606836A1C2E5E5B52278CF44E_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost_D45DD6F606836A1C2E5E5B52278CF44E" 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_D45DD6F606836A1C2E5E5B52278CF44E_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost_D45DD6F606836A1C2E5E5B52278CF44E" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost_D45DD6F606836A1C2E5E5B52278CF44E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost_D45DD6F606836A1C2E5E5B52278CF44E" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost_D45DD6F606836A1C2E5E5B52278CF44E" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost_2C8D9BF4180EC0375CB75B52278C5BEA_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost_2C8D9BF4180EC0375CB75B52278C5BEA" 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_2C8D9BF4180EC0375CB75B52278C5BEA_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost_2C8D9BF4180EC0375CB75B52278C5BEA" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost_2C8D9BF4180EC0375CB75B52278C5BEA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost_2C8D9BF4180EC0375CB75B52278C5BEA" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost_2C8D9BF4180EC0375CB75B52278C5BEA" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost_8431F209D30975F1069A5B52278CC98A_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost_8431F209D30975F1069A5B52278CC98A" 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_8431F209D30975F1069A5B52278CC98A_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost_8431F209D30975F1069A5B52278CC98A" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost_8431F209D30975F1069A5B52278CC98A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost_8431F209D30975F1069A5B52278CC98A" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost_8431F209D30975F1069A5B52278CC98A" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost_36841384024B6FD4E78B5B52278D472C_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost_36841384024B6FD4E78B5B52278D472C" 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_36841384024B6FD4E78B5B52278D472C_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost_36841384024B6FD4E78B5B52278D472C" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost_36841384024B6FD4E78B5B52278D472C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost_36841384024B6FD4E78B5B52278D472C" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost_36841384024B6FD4E78B5B52278D472C" xlink:type="arc" />
    <link:label id="lab_jrvr_ResidentialMortgageBackedAmortizedCost_E58814FE88B421497AB85B52278DD293_verboseLabel_en-US" xlink:label="lab_jrvr_ResidentialMortgageBackedAmortizedCost_E58814FE88B421497AB85B52278DD293" 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_E58814FE88B421497AB85B52278DD293_label_en-US" xlink:label="lab_jrvr_ResidentialMortgageBackedAmortizedCost_E58814FE88B421497AB85B52278DD293" 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_E58814FE88B421497AB85B52278DD293_documentation_en-US" xlink:label="lab_jrvr_ResidentialMortgageBackedAmortizedCost_E58814FE88B421497AB85B52278DD293" 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-20191231.xsd#jrvr_ResidentialMortgageBackedAmortizedCost" xlink:label="loc_jrvr_ResidentialMortgageBackedAmortizedCost_E58814FE88B421497AB85B52278DD293" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ResidentialMortgageBackedAmortizedCost_E58814FE88B421497AB85B52278DD293" xlink:to="lab_jrvr_ResidentialMortgageBackedAmortizedCost_E58814FE88B421497AB85B52278DD293" xlink:type="arc" />
    <link:label id="lab_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_5C19FE5AA593B0A1249D5B52278DCD10_verboseLabel_en-US" xlink:label="lab_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_5C19FE5AA593B0A1249D5B52278DCD10" 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_5C19FE5AA593B0A1249D5B52278DCD10_label_en-US" xlink:label="lab_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_5C19FE5AA593B0A1249D5B52278DCD10" 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_5C19FE5AA593B0A1249D5B52278DCD10_documentation_en-US" xlink:label="lab_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_5C19FE5AA593B0A1249D5B52278DCD10" 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>
    <link:loc xlink:href="jrvr-20191231.xsd#jrvr_CommercialMortgageAndAssetBackedAmortizedCost" xlink:label="loc_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_5C19FE5AA593B0A1249D5B52278DCD10" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_5C19FE5AA593B0A1249D5B52278DCD10" xlink:to="lab_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_5C19FE5AA593B0A1249D5B52278DCD10" xlink:type="arc" />
    <link:label id="lab_jrvr_RedeemablePreferredStockAmortizedCost_EF5B24D6578CC6D755185B52278D7627_verboseLabel_en-US" xlink:label="lab_jrvr_RedeemablePreferredStockAmortizedCost_EF5B24D6578CC6D755185B52278D7627" 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_EF5B24D6578CC6D755185B52278D7627_label_en-US" xlink:label="lab_jrvr_RedeemablePreferredStockAmortizedCost_EF5B24D6578CC6D755185B52278D7627" 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_EF5B24D6578CC6D755185B52278D7627_documentation_en-US" xlink:label="lab_jrvr_RedeemablePreferredStockAmortizedCost_EF5B24D6578CC6D755185B52278D7627" 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-20191231.xsd#jrvr_RedeemablePreferredStockAmortizedCost" xlink:label="loc_jrvr_RedeemablePreferredStockAmortizedCost_EF5B24D6578CC6D755185B52278D7627" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_RedeemablePreferredStockAmortizedCost_EF5B24D6578CC6D755185B52278D7627" xlink:to="lab_jrvr_RedeemablePreferredStockAmortizedCost_EF5B24D6578CC6D755185B52278D7627" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleDebtSecuritiesAmortizedCostBasis_07DFD6DC6078FAF84D775B52278D9E04_totalLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleDebtSecuritiesAmortizedCostBasis_07DFD6DC6078FAF84D775B52278D9E04" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Cost or Amortized Cost</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleDebtSecuritiesAmortizedCostBasis_07DFD6DC6078FAF84D775B52278D9E04_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleDebtSecuritiesAmortizedCostBasis_07DFD6DC6078FAF84D775B52278D9E04" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Amortized Cost</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AvailableForSaleDebtSecuritiesAmortizedCostBasis" xlink:label="loc_us-gaap_AvailableForSaleDebtSecuritiesAmortizedCostBasis_07DFD6DC6078FAF84D775B52278D9E04" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleDebtSecuritiesAmortizedCostBasis_07DFD6DC6078FAF84D775B52278D9E04" xlink:to="lab_us-gaap_AvailableForSaleDebtSecuritiesAmortizedCostBasis_07DFD6DC6078FAF84D775B52278D9E04" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract_41E5398F77AE55F915B75B52278D4FEA_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract_41E5398F77AE55F915B75B52278D4FEA" 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_41E5398F77AE55F915B75B52278D4FEA_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract_41E5398F77AE55F915B75B52278D4FEA" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract_41E5398F77AE55F915B75B52278D4FEA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract_41E5398F77AE55F915B75B52278D4FEA" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract_41E5398F77AE55F915B75B52278D4FEA" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_3A2746F7D502E4238F0B5B52278E9538_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_3A2746F7D502E4238F0B5B52278E9538" 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_3A2746F7D502E4238F0B5B52278E9538_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_3A2746F7D502E4238F0B5B52278E9538" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_3A2746F7D502E4238F0B5B52278E9538" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_3A2746F7D502E4238F0B5B52278E9538" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_3A2746F7D502E4238F0B5B52278E9538" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_D51DEDE241F6C6F50E275B52278E6105_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_D51DEDE241F6C6F50E275B52278E6105" 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_D51DEDE241F6C6F50E275B52278E6105_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_D51DEDE241F6C6F50E275B52278E6105" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_D51DEDE241F6C6F50E275B52278E6105" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_D51DEDE241F6C6F50E275B52278E6105" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_D51DEDE241F6C6F50E275B52278E6105" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue_AED42F17C94ADD0F6F455B52278E599F_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue_AED42F17C94ADD0F6F455B52278E599F" 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_AED42F17C94ADD0F6F455B52278E599F_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue_AED42F17C94ADD0F6F455B52278E599F" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue_AED42F17C94ADD0F6F455B52278E599F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue_AED42F17C94ADD0F6F455B52278E599F" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue_AED42F17C94ADD0F6F455B52278E599F" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_7ABA1423A1591BB319185B52278EA900_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_7ABA1423A1591BB319185B52278EA900" 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_7ABA1423A1591BB319185B52278EA900_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_7ABA1423A1591BB319185B52278EA900" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_7ABA1423A1591BB319185B52278EA900" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_7ABA1423A1591BB319185B52278EA900" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_7ABA1423A1591BB319185B52278EA900" xlink:type="arc" />
    <link:label id="lab_jrvr_ResidentialMortgageBackedFairValue_2EB09B2F7C5F74C6A0CC5B52278EF099_verboseLabel_en-US" xlink:label="lab_jrvr_ResidentialMortgageBackedFairValue_2EB09B2F7C5F74C6A0CC5B52278EF099" 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_2EB09B2F7C5F74C6A0CC5B52278EF099_label_en-US" xlink:label="lab_jrvr_ResidentialMortgageBackedFairValue_2EB09B2F7C5F74C6A0CC5B52278EF099" 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_2EB09B2F7C5F74C6A0CC5B52278EF099_documentation_en-US" xlink:label="lab_jrvr_ResidentialMortgageBackedFairValue_2EB09B2F7C5F74C6A0CC5B52278EF099" 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-20191231.xsd#jrvr_ResidentialMortgageBackedFairValue" xlink:label="loc_jrvr_ResidentialMortgageBackedFairValue_2EB09B2F7C5F74C6A0CC5B52278EF099" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ResidentialMortgageBackedFairValue_2EB09B2F7C5F74C6A0CC5B52278EF099" xlink:to="lab_jrvr_ResidentialMortgageBackedFairValue_2EB09B2F7C5F74C6A0CC5B52278EF099" xlink:type="arc" />
    <link:label id="lab_jrvr_CommercialMortgageAndAssetBackedFairValue_B1ACEAE52FA71FCE8CD25B52278F5A82_verboseLabel_en-US" xlink:label="lab_jrvr_CommercialMortgageAndAssetBackedFairValue_B1ACEAE52FA71FCE8CD25B52278F5A82" 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_B1ACEAE52FA71FCE8CD25B52278F5A82_label_en-US" xlink:label="lab_jrvr_CommercialMortgageAndAssetBackedFairValue_B1ACEAE52FA71FCE8CD25B52278F5A82" 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_B1ACEAE52FA71FCE8CD25B52278F5A82_documentation_en-US" xlink:label="lab_jrvr_CommercialMortgageAndAssetBackedFairValue_B1ACEAE52FA71FCE8CD25B52278F5A82" 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-20191231.xsd#jrvr_CommercialMortgageAndAssetBackedFairValue" xlink:label="loc_jrvr_CommercialMortgageAndAssetBackedFairValue_B1ACEAE52FA71FCE8CD25B52278F5A82" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_CommercialMortgageAndAssetBackedFairValue_B1ACEAE52FA71FCE8CD25B52278F5A82" xlink:to="lab_jrvr_CommercialMortgageAndAssetBackedFairValue_B1ACEAE52FA71FCE8CD25B52278F5A82" xlink:type="arc" />
    <link:label id="lab_jrvr_RedeemablePreferredStockFairValue_5B723A9B23F9CB5462995B52278F1C1F_verboseLabel_en-US" xlink:label="lab_jrvr_RedeemablePreferredStockFairValue_5B723A9B23F9CB5462995B52278F1C1F" 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_5B723A9B23F9CB5462995B52278F1C1F_label_en-US" xlink:label="lab_jrvr_RedeemablePreferredStockFairValue_5B723A9B23F9CB5462995B52278F1C1F" 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_5B723A9B23F9CB5462995B52278F1C1F_documentation_en-US" xlink:label="lab_jrvr_RedeemablePreferredStockFairValue_5B723A9B23F9CB5462995B52278F1C1F" 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-20191231.xsd#jrvr_RedeemablePreferredStockFairValue" xlink:label="loc_jrvr_RedeemablePreferredStockFairValue_5B723A9B23F9CB5462995B52278F1C1F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_RedeemablePreferredStockFairValue_5B723A9B23F9CB5462995B52278F1C1F" xlink:to="lab_jrvr_RedeemablePreferredStockFairValue_5B723A9B23F9CB5462995B52278F1C1F" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtSecurities_9AB86DB2A04E069FA0DD5B52278F89BE_totalLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtSecurities_9AB86DB2A04E069FA0DD5B52278F89BE" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtSecurities" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtSecurities_9AB86DB2A04E069FA0DD5B52278F89BE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtSecurities_9AB86DB2A04E069FA0DD5B52278F89BE" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtSecurities_9AB86DB2A04E069FA0DD5B52278F89BE" xlink:type="arc" />
    <link:label id="lab_us-gaap_StockholdersEquityNoteAbstract_4B22768D2F35F2CBD55AC7E9504FFFED_label_en-US" xlink:label="lab_us-gaap_StockholdersEquityNoteAbstract_4B22768D2F35F2CBD55AC7E9504FFFED" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Stockholders' Equity Note [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_StockholdersEquityNoteAbstract" xlink:label="loc_us-gaap_StockholdersEquityNoteAbstract_4B22768D2F35F2CBD55AC7E9504FFFED" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockholdersEquityNoteAbstract_4B22768D2F35F2CBD55AC7E9504FFFED" xlink:to="lab_us-gaap_StockholdersEquityNoteAbstract_4B22768D2F35F2CBD55AC7E9504FFFED" xlink:type="arc" />
    <link:label id="lab_us-gaap_DividendsDeclaredTableTextBlock_6F7391FADA7AFF6E0418C7E9504F760E_verboseLabel_en-US" xlink:label="lab_us-gaap_DividendsDeclaredTableTextBlock_6F7391FADA7AFF6E0418C7E9504F760E" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Schedule of cash dividends declared</link:label>
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    <link:label id="lab_dei_LegalEntityAxis_823C31DFD361BE37A3FA7840D1CBFBEB_label_en-US" xlink:label="lab_dei_LegalEntityAxis_823C31DFD361BE37A3FA7840D1CBFBEB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Legal Entity [Axis]</link:label>
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    <link:label id="lab_dei_EntityDomain_75E44CF23497A466F0E77840D1CCDC95_terseLabel_en-US" xlink:label="lab_dei_EntityDomain_75E44CF23497A466F0E77840D1CCDC95" 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_75E44CF23497A466F0E77840D1CCDC95_label_en-US" xlink:label="lab_dei_EntityDomain_75E44CF23497A466F0E77840D1CCDC95" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Entity [Domain]</link:label>
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    <link:label id="lab_jrvr_BankHoldingCompanyMember_1D15B92567E46D4F829B7840D1CCB749_terseLabel_en-US" xlink:label="lab_jrvr_BankHoldingCompanyMember_1D15B92567E46D4F829B7840D1CCB749" 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_1D15B92567E46D4F829B7840D1CCB749_label_en-US" xlink:label="lab_jrvr_BankHoldingCompanyMember_1D15B92567E46D4F829B7840D1CCB749" 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_1D15B92567E46D4F829B7840D1CCB749_documentation_en-US" xlink:label="lab_jrvr_BankHoldingCompanyMember_1D15B92567E46D4F829B7840D1CCB749" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information about Bank Holding Company.</link:label>
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    <link:label id="lab_jrvr_RenewableEnergyBridgeFinancingNotesMember_EDD079B6022C7F8C75B37840D1CDA232_terseLabel_en-US" xlink:label="lab_jrvr_RenewableEnergyBridgeFinancingNotesMember_EDD079B6022C7F8C75B37840D1CDA232" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Renewable Energy Bridge Financing Notes</link:label>
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    <link:label id="lab_jrvr_RenewableEnergyBridgeFinancingNotesMember_EDD079B6022C7F8C75B37840D1CDA232_documentation_en-US" xlink:label="lab_jrvr_RenewableEnergyBridgeFinancingNotesMember_EDD079B6022C7F8C75B37840D1CDA232" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Name of the investment category.</link:label>
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    <link:label id="lab_srt_CreditRatingStandardPoorsAxis_B42C75387FD72F8CB89D7840D1CD3765_label_en-US" xlink:label="lab_srt_CreditRatingStandardPoorsAxis_B42C75387FD72F8CB89D7840D1CD3765" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Credit Rating, Standard &amp; Poor's [Axis]</link:label>
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    <link:label id="lab_srt_ExternalCreditRatingStandardPoorsMember_FCC32D1AB9C58CC45E647840D1CD9F58_label_en-US" xlink:label="lab_srt_ExternalCreditRatingStandardPoorsMember_FCC32D1AB9C58CC45E647840D1CD9F58" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">External Credit Rating, Standard &amp; Poor's [Domain]</link:label>
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    <link:label id="lab_jrvr_InvestmentInBankHoldingCompanyMember_18DBE200D7E939F45FA77840D1CEDA59_terseLabel_en-US" xlink:label="lab_jrvr_InvestmentInBankHoldingCompanyMember_18DBE200D7E939F45FA77840D1CEDA59" 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_18DBE200D7E939F45FA77840D1CEDA59_label_en-US" xlink:label="lab_jrvr_InvestmentInBankHoldingCompanyMember_18DBE200D7E939F45FA77840D1CEDA59" 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_18DBE200D7E939F45FA77840D1CEDA59_documentation_en-US" xlink:label="lab_jrvr_InvestmentInBankHoldingCompanyMember_18DBE200D7E939F45FA77840D1CEDA59" 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-20191231.xsd#jrvr_InvestmentInBankHoldingCompanyMember" xlink:label="loc_jrvr_InvestmentInBankHoldingCompanyMember_18DBE200D7E939F45FA77840D1CEDA59" xlink:type="locator" />
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    <link:label id="lab_jrvr_PuertoRicoLoanMember_4251BCD83AFEEC22EEBE7840D1CFCD08_terseLabel_en-US" xlink:label="lab_jrvr_PuertoRicoLoanMember_4251BCD83AFEEC22EEBE7840D1CFCD08" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Puerto Rico loan</link:label>
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    <link:label id="lab_jrvr_PuertoRicoLoanMember_4251BCD83AFEEC22EEBE7840D1CFCD08_documentation_en-US" xlink:label="lab_jrvr_PuertoRicoLoanMember_4251BCD83AFEEC22EEBE7840D1CFCD08" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information about Puerto Rico Loan.</link:label>
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    <link:label id="lab_jrvr_ImpairedBankLoansMember_687B3648D0A376C365347840D1CFB6EC_terseLabel_en-US" xlink:label="lab_jrvr_ImpairedBankLoansMember_687B3648D0A376C365347840D1CFB6EC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Impaired bank loans</link:label>
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    <link:label id="lab_jrvr_ImpairedBankLoansMember_687B3648D0A376C365347840D1CFB6EC_documentation_en-US" xlink:label="lab_jrvr_ImpairedBankLoansMember_687B3648D0A376C365347840D1CFB6EC" 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-20191231.xsd#jrvr_ImpairedBankLoansMember" xlink:label="loc_jrvr_ImpairedBankLoansMember_687B3648D0A376C365347840D1CFB6EC" xlink:type="locator" />
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    <link:label id="lab_jrvr_LoansfromIssuerExperiencingLiquidityConcernsMember_D9A73C84C712303F6CB57840D1CFE65D_terseLabel_en-US" xlink:label="lab_jrvr_LoansfromIssuerExperiencingLiquidityConcernsMember_D9A73C84C712303F6CB57840D1CFE65D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Loans from issuer experiencing liquidity concerns</link:label>
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    <link:label id="lab_us-gaap_BankLoanObligationsMember_D3FA70A60B07787F59457840D1CFE129_terseLabel_en-US" xlink:label="lab_us-gaap_BankLoanObligationsMember_D3FA70A60B07787F59457840D1CFE129" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Bank loan participations</link:label>
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    <link:label id="lab_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPositionNumberOfPositions_427DA3902F981E3D62B47840D1D06DA9_terseLabel_en-US" xlink:label="lab_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPositionNumberOfPositions_427DA3902F981E3D62B47840D1D06DA9" 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>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPositionNumberOfPositions" xlink:label="loc_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPositionNumberOfPositions_427DA3902F981E3D62B47840D1D06DA9" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPosition_7D27AC8A9BAA315FE56D7840D1D08529_terseLabel_en-US" xlink:label="lab_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPosition_7D27AC8A9BAA315FE56D7840D1D08529" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPosition" xlink:label="loc_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPosition_7D27AC8A9BAA315FE56D7840D1D08529" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPosition_7D27AC8A9BAA315FE56D7840D1D08529" xlink:to="lab_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPosition_7D27AC8A9BAA315FE56D7840D1D08529" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPositionAccumulatedLoss_D11EBF912A5C8D8A87117840D1D09777_terseLabel_en-US" xlink:label="lab_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPositionAccumulatedLoss_D11EBF912A5C8D8A87117840D1D09777" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPositionAccumulatedLoss" xlink:label="loc_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPositionAccumulatedLoss_D11EBF912A5C8D8A87117840D1D09777" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPositionAccumulatedLoss_D11EBF912A5C8D8A87117840D1D09777" xlink:to="lab_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedLossPositionAccumulatedLoss_D11EBF912A5C8D8A87117840D1D09777" xlink:type="arc" />
    <link:label id="lab_jrvr_PercentageOfAvailableForSaleDebtSecurities_758EFF3620B5A22D67D67840D1D03F46_terseLabel_en-US" xlink:label="lab_jrvr_PercentageOfAvailableForSaleDebtSecurities_758EFF3620B5A22D67D67840D1D03F46" 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_PercentageOfAvailableForSaleDebtSecurities_758EFF3620B5A22D67D67840D1D03F46_label_en-US" xlink:label="lab_jrvr_PercentageOfAvailableForSaleDebtSecurities_758EFF3620B5A22D67D67840D1D03F46" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Percentage Of Available For Sale Debt Securities</link:label>
    <link:label id="lab_jrvr_PercentageOfAvailableForSaleDebtSecurities_758EFF3620B5A22D67D67840D1D03F46_documentation_en-US" xlink:label="lab_jrvr_PercentageOfAvailableForSaleDebtSecurities_758EFF3620B5A22D67D67840D1D03F46" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents percentage of available for sale debt securities.</link:label>
    <link:loc xlink:href="jrvr-20191231.xsd#jrvr_PercentageOfAvailableForSaleDebtSecurities" xlink:label="loc_jrvr_PercentageOfAvailableForSaleDebtSecurities_758EFF3620B5A22D67D67840D1D03F46" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_PercentageOfAvailableForSaleDebtSecurities_758EFF3620B5A22D67D67840D1D03F46" xlink:to="lab_jrvr_PercentageOfAvailableForSaleDebtSecurities_758EFF3620B5A22D67D67840D1D03F46" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherThanTemporaryImpairmentLossesInvestmentsAvailableforsaleSecurities_FBB222EF2BF7298B3B897840D1D11091_verboseLabel_en-US" xlink:label="lab_us-gaap_OtherThanTemporaryImpairmentLossesInvestmentsAvailableforsaleSecurities_FBB222EF2BF7298B3B897840D1D11091" 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_FBB222EF2BF7298B3B897840D1D11091_label_en-US" xlink:label="lab_us-gaap_OtherThanTemporaryImpairmentLossesInvestmentsAvailableforsaleSecurities_FBB222EF2BF7298B3B897840D1D11091" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_OtherThanTemporaryImpairmentLossesInvestmentsAvailableforsaleSecurities" xlink:label="loc_us-gaap_OtherThanTemporaryImpairmentLossesInvestmentsAvailableforsaleSecurities_FBB222EF2BF7298B3B897840D1D11091" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherThanTemporaryImpairmentLossesInvestmentsAvailableforsaleSecurities_FBB222EF2BF7298B3B897840D1D11091" xlink:to="lab_us-gaap_OtherThanTemporaryImpairmentLossesInvestmentsAvailableforsaleSecurities_FBB222EF2BF7298B3B897840D1D11091" xlink:type="arc" />
    <link:label id="lab_jrvr_NumberOfImpairedLoans_6FF512F61F55C05F580F7840D1D12877_verboseLabel_en-US" xlink:label="lab_jrvr_NumberOfImpairedLoans_6FF512F61F55C05F580F7840D1D12877" 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_6FF512F61F55C05F580F7840D1D12877_label_en-US" xlink:label="lab_jrvr_NumberOfImpairedLoans_6FF512F61F55C05F580F7840D1D12877" 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_6FF512F61F55C05F580F7840D1D12877_documentation_en-US" xlink:label="lab_jrvr_NumberOfImpairedLoans_6FF512F61F55C05F580F7840D1D12877" 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-20191231.xsd#jrvr_NumberOfImpairedLoans" xlink:label="loc_jrvr_NumberOfImpairedLoans_6FF512F61F55C05F580F7840D1D12877" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_NumberOfImpairedLoans_6FF512F61F55C05F580F7840D1D12877" xlink:to="lab_jrvr_NumberOfImpairedLoans_6FF512F61F55C05F580F7840D1D12877" xlink:type="arc" />
    <link:label id="lab_jrvr_NumberOfIssuersWithImpairedLoans_338DE7FCE4701B2DB3C678491DE1ABAA_terseLabel_en-US" xlink:label="lab_jrvr_NumberOfIssuersWithImpairedLoans_338DE7FCE4701B2DB3C678491DE1ABAA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number Of Issuers With Impaired Loans</link:label>
    <link:label id="lab_jrvr_NumberOfIssuersWithImpairedLoans_338DE7FCE4701B2DB3C678491DE1ABAA_label_en-US" xlink:label="lab_jrvr_NumberOfIssuersWithImpairedLoans_338DE7FCE4701B2DB3C678491DE1ABAA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number Of Issuers With Impaired Loans</link:label>
    <link:label id="lab_jrvr_NumberOfIssuersWithImpairedLoans_338DE7FCE4701B2DB3C678491DE1ABAA_documentation_en-US" xlink:label="lab_jrvr_NumberOfIssuersWithImpairedLoans_338DE7FCE4701B2DB3C678491DE1ABAA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Number Of Issuers With Impaired Loans</link:label>
    <link:loc xlink:href="jrvr-20191231.xsd#jrvr_NumberOfIssuersWithImpairedLoans" xlink:label="loc_jrvr_NumberOfIssuersWithImpairedLoans_338DE7FCE4701B2DB3C678491DE1ABAA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_NumberOfIssuersWithImpairedLoans_338DE7FCE4701B2DB3C678491DE1ABAA" xlink:to="lab_jrvr_NumberOfIssuersWithImpairedLoans_338DE7FCE4701B2DB3C678491DE1ABAA" xlink:type="arc" />
    <link:label id="lab_jrvr_LoanAndAdvancesCarryingValue_C9FD778CE0995517B3A57840D1D1ED28_terseLabel_en-US" xlink:label="lab_jrvr_LoanAndAdvancesCarryingValue_C9FD778CE0995517B3A57840D1D1ED28" 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_C9FD778CE0995517B3A57840D1D1ED28_label_en-US" xlink:label="lab_jrvr_LoanAndAdvancesCarryingValue_C9FD778CE0995517B3A57840D1D1ED28" 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_C9FD778CE0995517B3A57840D1D1ED28_documentation_en-US" xlink:label="lab_jrvr_LoanAndAdvancesCarryingValue_C9FD778CE0995517B3A57840D1D1ED28" 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-20191231.xsd#jrvr_LoanAndAdvancesCarryingValue" xlink:label="loc_jrvr_LoanAndAdvancesCarryingValue_C9FD778CE0995517B3A57840D1D1ED28" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_LoanAndAdvancesCarryingValue_C9FD778CE0995517B3A57840D1D1ED28" xlink:to="lab_jrvr_LoanAndAdvancesCarryingValue_C9FD778CE0995517B3A57840D1D1ED28" xlink:type="arc" />
    <link:label id="lab_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_3624464F2DDBA4893D567840D1D1E880_verboseLabel_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_3624464F2DDBA4893D567840D1D1E880" 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_3624464F2DDBA4893D567840D1D1E880_label_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_3624464F2DDBA4893D567840D1D1E880" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance" xlink:label="loc_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_3624464F2DDBA4893D567840D1D1E880" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_3624464F2DDBA4893D567840D1D1E880" xlink:to="lab_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_3624464F2DDBA4893D567840D1D1E880" xlink:type="arc" />
    <link:label id="lab_us-gaap_ImpairedFinancingReceivableRelatedAllowance_5403AE688788DB8503137840D1D1415F_verboseLabel_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableRelatedAllowance_5403AE688788DB8503137840D1D1415F" 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_5403AE688788DB8503137840D1D1415F_label_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableRelatedAllowance_5403AE688788DB8503137840D1D1415F" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ImpairedFinancingReceivableRelatedAllowance" xlink:label="loc_us-gaap_ImpairedFinancingReceivableRelatedAllowance_5403AE688788DB8503137840D1D1415F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ImpairedFinancingReceivableRelatedAllowance_5403AE688788DB8503137840D1D1415F" xlink:to="lab_us-gaap_ImpairedFinancingReceivableRelatedAllowance_5403AE688788DB8503137840D1D1415F" xlink:type="arc" />
    <link:label id="lab_us-gaap_NotesReceivableNet_DE24725D1ED7EB9B48367840D1D220EB_terseLabel_en-US" xlink:label="lab_us-gaap_NotesReceivableNet_DE24725D1ED7EB9B48367840D1D220EB" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_NotesReceivableNet" xlink:label="loc_us-gaap_NotesReceivableNet_DE24725D1ED7EB9B48367840D1D220EB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NotesReceivableNet_DE24725D1ED7EB9B48367840D1D220EB" xlink:to="lab_us-gaap_NotesReceivableNet_DE24725D1ED7EB9B48367840D1D220EB" xlink:type="arc" />
    <link:label id="lab_jrvr_FinancingReceivableGainonRepayment_E7D492B016682719D9977847F6638A65_terseLabel_en-US" xlink:label="lab_jrvr_FinancingReceivableGainonRepayment_E7D492B016682719D9977847F6638A65" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Realized gain on repayment</link:label>
    <link:label id="lab_jrvr_FinancingReceivableGainonRepayment_E7D492B016682719D9977847F6638A65_label_en-US" xlink:label="lab_jrvr_FinancingReceivableGainonRepayment_E7D492B016682719D9977847F6638A65" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Financing Receivable, Gain on Repayment</link:label>
    <link:label id="lab_jrvr_FinancingReceivableGainonRepayment_E7D492B016682719D9977847F6638A65_documentation_en-US" xlink:label="lab_jrvr_FinancingReceivableGainonRepayment_E7D492B016682719D9977847F6638A65" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Financing Receivable, Gain on Repayment</link:label>
    <link:loc xlink:href="jrvr-20191231.xsd#jrvr_FinancingReceivableGainonRepayment" xlink:label="loc_jrvr_FinancingReceivableGainonRepayment_E7D492B016682719D9977847F6638A65" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_FinancingReceivableGainonRepayment_E7D492B016682719D9977847F6638A65" xlink:to="lab_jrvr_FinancingReceivableGainonRepayment_E7D492B016682719D9977847F6638A65" xlink:type="arc" />
    <link:label id="lab_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_D7D820D51C92F06E8CB57840D1D20D40_verboseLabel_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_D7D820D51C92F06E8CB57840D1D20D40" 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_D7D820D51C92F06E8CB57840D1D20D40_label_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_D7D820D51C92F06E8CB57840D1D20D40" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment" xlink:label="loc_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_D7D820D51C92F06E8CB57840D1D20D40" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_D7D820D51C92F06E8CB57840D1D20D40" xlink:to="lab_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_D7D820D51C92F06E8CB57840D1D20D40" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetInvestmentIncome_E22E32CB21969EFA4A237840D1D2668C_terseLabel_en-US" xlink:label="lab_us-gaap_NetInvestmentIncome_E22E32CB21969EFA4A237840D1D2668C" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_NetInvestmentIncome" xlink:label="loc_us-gaap_NetInvestmentIncome_E22E32CB21969EFA4A237840D1D2668C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetInvestmentIncome_E22E32CB21969EFA4A237840D1D2668C" xlink:to="lab_us-gaap_NetInvestmentIncome_E22E32CB21969EFA4A237840D1D2668C" xlink:type="arc" />
    <link:label id="lab_jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans_953B980448A2A7457D797840D1D2D183_verboseLabel_en-US" xlink:label="lab_jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans_953B980448A2A7457D797840D1D2D183" 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_953B980448A2A7457D797840D1D2D183_label_en-US" xlink:label="lab_jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans_953B980448A2A7457D797840D1D2D183" 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>
    <link:label id="lab_jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans_953B980448A2A7457D797840D1D2D183_documentation_en-US" xlink:label="lab_jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans_953B980448A2A7457D797840D1D2D183" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">This item represents the Net realized gain (loss) on changes in fair value of impaired bank loans.</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_ProceedsFromSaleOfAvailableForSaleSecuritiesDebt_01FC5118F160E5F5A2677E781C5594A0" xlink:to="lab_us-gaap_ProceedsFromSaleOfAvailableForSaleSecuritiesDebt_01FC5118F160E5F5A2677E781C5594A0" xlink:type="arc" />
    <link:label id="lab_us-gaap_ProceedsFromMaturitiesPrepaymentsAndCallsOfAvailableForSaleSecurities_9288ED3F4EF59C75DFCC7E781C55C8E6_verboseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromMaturitiesPrepaymentsAndCallsOfAvailableForSaleSecurities_9288ED3F4EF59C75DFCC7E781C55C8E6" 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:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ProceedsFromMaturitiesPrepaymentsAndCallsOfAvailableForSaleSecurities" xlink:label="loc_us-gaap_ProceedsFromMaturitiesPrepaymentsAndCallsOfAvailableForSaleSecurities_9288ED3F4EF59C75DFCC7E781C55C8E6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProceedsFromMaturitiesPrepaymentsAndCallsOfAvailableForSaleSecurities_9288ED3F4EF59C75DFCC7E781C55C8E6" xlink:to="lab_us-gaap_ProceedsFromMaturitiesPrepaymentsAndCallsOfAvailableForSaleSecurities_9288ED3F4EF59C75DFCC7E781C55C8E6" xlink:type="arc" />
    <link:label id="lab_us-gaap_PaymentsToAcquireTradingSecuritiesHeldforinvestment_7579CF85689D4786ED917E781C557D29_negatedLabel_en-US" xlink:label="lab_us-gaap_PaymentsToAcquireTradingSecuritiesHeldforinvestment_7579CF85689D4786ED917E781C557D29" 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_7579CF85689D4786ED917E781C557D29_label_en-US" xlink:label="lab_us-gaap_PaymentsToAcquireTradingSecuritiesHeldforinvestment_7579CF85689D4786ED917E781C557D29" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_PaymentsToAcquireTradingSecuritiesHeldforinvestment" xlink:label="loc_us-gaap_PaymentsToAcquireTradingSecuritiesHeldforinvestment_7579CF85689D4786ED917E781C557D29" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PaymentsToAcquireTradingSecuritiesHeldforinvestment_7579CF85689D4786ED917E781C557D29" xlink:to="lab_us-gaap_PaymentsToAcquireTradingSecuritiesHeldforinvestment_7579CF85689D4786ED917E781C557D29" xlink:type="arc" />
    <link:label id="lab_us-gaap_ProceedsFromSaleOfTradingSecuritiesHeldforinvestment_95848BA4CA834E750CA67E781C554D82_verboseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromSaleOfTradingSecuritiesHeldforinvestment_95848BA4CA834E750CA67E781C554D82" 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_95848BA4CA834E750CA67E781C554D82_label_en-US" xlink:label="lab_us-gaap_ProceedsFromSaleOfTradingSecuritiesHeldforinvestment_95848BA4CA834E750CA67E781C554D82" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ProceedsFromSaleOfTradingSecuritiesHeldforinvestment" xlink:label="loc_us-gaap_ProceedsFromSaleOfTradingSecuritiesHeldforinvestment_95848BA4CA834E750CA67E781C554D82" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProceedsFromSaleOfTradingSecuritiesHeldforinvestment_95848BA4CA834E750CA67E781C554D82" xlink:to="lab_us-gaap_ProceedsFromSaleOfTradingSecuritiesHeldforinvestment_95848BA4CA834E750CA67E781C554D82" xlink:type="arc" />
    <link:label id="lab_jrvr_BankLoanParticipationsAbstract_5856077993027EB841C67E781C567C6B_verboseLabel_en-US" xlink:label="lab_jrvr_BankLoanParticipationsAbstract_5856077993027EB841C67E781C567C6B" 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_5856077993027EB841C67E781C567C6B_label_en-US" xlink:label="lab_jrvr_BankLoanParticipationsAbstract_5856077993027EB841C67E781C567C6B" 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_5856077993027EB841C67E781C567C6B_documentation_en-US" xlink:label="lab_jrvr_BankLoanParticipationsAbstract_5856077993027EB841C67E781C567C6B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US" />
    <link:loc xlink:href="jrvr-20191231.xsd#jrvr_BankLoanParticipationsAbstract" xlink:label="loc_jrvr_BankLoanParticipationsAbstract_5856077993027EB841C67E781C567C6B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_BankLoanParticipationsAbstract_5856077993027EB841C67E781C567C6B" xlink:to="lab_jrvr_BankLoanParticipationsAbstract_5856077993027EB841C67E781C567C6B" xlink:type="arc" />
    <link:label id="lab_jrvr_PaymentToAcquireBankLoanParticipations_A85A0F5348ACAA5F15B47E781C569B5B_negatedLabel_en-US" xlink:label="lab_jrvr_PaymentToAcquireBankLoanParticipations_A85A0F5348ACAA5F15B47E781C569B5B" 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_A85A0F5348ACAA5F15B47E781C569B5B_label_en-US" xlink:label="lab_jrvr_PaymentToAcquireBankLoanParticipations_A85A0F5348ACAA5F15B47E781C569B5B" 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_A85A0F5348ACAA5F15B47E781C569B5B_documentation_en-US" xlink:label="lab_jrvr_PaymentToAcquireBankLoanParticipations_A85A0F5348ACAA5F15B47E781C569B5B" 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-20191231.xsd#jrvr_PaymentToAcquireBankLoanParticipations" xlink:label="loc_jrvr_PaymentToAcquireBankLoanParticipations_A85A0F5348ACAA5F15B47E781C569B5B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_PaymentToAcquireBankLoanParticipations_A85A0F5348ACAA5F15B47E781C569B5B" xlink:to="lab_jrvr_PaymentToAcquireBankLoanParticipations_A85A0F5348ACAA5F15B47E781C569B5B" xlink:type="arc" />
    <link:label id="lab_jrvr_ProceedsFromBankLoanParticipations_001BF7BA65F3A9765E577E781C56F740_verboseLabel_en-US" xlink:label="lab_jrvr_ProceedsFromBankLoanParticipations_001BF7BA65F3A9765E577E781C56F740" 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_001BF7BA65F3A9765E577E781C56F740_label_en-US" xlink:label="lab_jrvr_ProceedsFromBankLoanParticipations_001BF7BA65F3A9765E577E781C56F740" 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_001BF7BA65F3A9765E577E781C56F740_documentation_en-US" xlink:label="lab_jrvr_ProceedsFromBankLoanParticipations_001BF7BA65F3A9765E577E781C56F740" 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-20191231.xsd#jrvr_ProceedsFromBankLoanParticipations" xlink:label="loc_jrvr_ProceedsFromBankLoanParticipations_001BF7BA65F3A9765E577E781C56F740" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ProceedsFromBankLoanParticipations_001BF7BA65F3A9765E577E781C56F740" xlink:to="lab_jrvr_ProceedsFromBankLoanParticipations_001BF7BA65F3A9765E577E781C56F740" xlink:type="arc" />
    <link:label id="lab_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_EA5C722DAC46D35E7E687E781C5690FC_verboseLabel_en-US" xlink:label="lab_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_EA5C722DAC46D35E7E687E781C5690FC" 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_EA5C722DAC46D35E7E687E781C5690FC_label_en-US" xlink:label="lab_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_EA5C722DAC46D35E7E687E781C5690FC" 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_EA5C722DAC46D35E7E687E781C5690FC_documentation_en-US" xlink:label="lab_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_EA5C722DAC46D35E7E687E781C5690FC" 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-20191231.xsd#jrvr_ProceedsFromMaturitiesOfBankLoanParticipations" xlink:label="loc_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_EA5C722DAC46D35E7E687E781C5690FC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_EA5C722DAC46D35E7E687E781C5690FC" xlink:to="lab_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_EA5C722DAC46D35E7E687E781C5690FC" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherInvestmentsAbstract_950C98965F53E736D6C97E781C57A27A_verboseLabel_en-US" xlink:label="lab_us-gaap_OtherInvestmentsAbstract_950C98965F53E736D6C97E781C57A27A" 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_950C98965F53E736D6C97E781C57A27A_label_en-US" xlink:label="lab_us-gaap_OtherInvestmentsAbstract_950C98965F53E736D6C97E781C57A27A" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_OtherInvestmentsAbstract" xlink:label="loc_us-gaap_OtherInvestmentsAbstract_950C98965F53E736D6C97E781C57A27A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherInvestmentsAbstract_950C98965F53E736D6C97E781C57A27A" xlink:to="lab_us-gaap_OtherInvestmentsAbstract_950C98965F53E736D6C97E781C57A27A" xlink:type="arc" />
    <link:label id="lab_us-gaap_PaymentsToAcquireOtherInvestments_19CA3486375DFCC1543F7E781C572167_negatedLabel_en-US" xlink:label="lab_us-gaap_PaymentsToAcquireOtherInvestments_19CA3486375DFCC1543F7E781C572167" 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_19CA3486375DFCC1543F7E781C572167_label_en-US" xlink:label="lab_us-gaap_PaymentsToAcquireOtherInvestments_19CA3486375DFCC1543F7E781C572167" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_PaymentsToAcquireOtherInvestments" xlink:label="loc_us-gaap_PaymentsToAcquireOtherInvestments_19CA3486375DFCC1543F7E781C572167" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PaymentsToAcquireOtherInvestments_19CA3486375DFCC1543F7E781C572167" xlink:to="lab_us-gaap_PaymentsToAcquireOtherInvestments_19CA3486375DFCC1543F7E781C572167" xlink:type="arc" />
    <link:label id="lab_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_B2C44E674D76AE89D01F7E781C57A993_verboseLabel_en-US" xlink:label="lab_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_B2C44E674D76AE89D01F7E781C57A993" 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_B2C44E674D76AE89D01F7E781C57A993_label_en-US" xlink:label="lab_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_B2C44E674D76AE89D01F7E781C57A993" 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_B2C44E674D76AE89D01F7E781C57A993_documentation_en-US" xlink:label="lab_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_B2C44E674D76AE89D01F7E781C57A993" 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-20191231.xsd#jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital" xlink:label="loc_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_B2C44E674D76AE89D01F7E781C57A993" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_B2C44E674D76AE89D01F7E781C57A993" xlink:to="lab_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_B2C44E674D76AE89D01F7E781C57A993" xlink:type="arc" />
    <link:label id="lab_jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets_A6852B19A84549109B077E781C574389_verboseLabel_en-US" xlink:label="lab_jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets_A6852B19A84549109B077E781C574389" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Redemptions</link:label>
    <link:label id="lab_jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets_A6852B19A84549109B077E781C574389_label_en-US" xlink:label="lab_jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets_A6852B19A84549109B077E781C574389" 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_A6852B19A84549109B077E781C574389_documentation_en-US" xlink:label="lab_jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets_A6852B19A84549109B077E781C574389" 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-20191231.xsd#jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets" xlink:label="loc_jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets_A6852B19A84549109B077E781C574389" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets_A6852B19A84549109B077E781C574389" xlink:to="lab_jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets_A6852B19A84549109B077E781C574389" xlink:type="arc" />
    <link:label id="lab_jrvr_PaymentsforProceedsfromUnsettledInvestmentsNet_8EBE90BFD1AB2FC6881A7E781C58E8BD_negatedLabel_en-US" xlink:label="lab_jrvr_PaymentsforProceedsfromUnsettledInvestmentsNet_8EBE90BFD1AB2FC6881A7E781C58E8BD" 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_jrvr_PaymentsforProceedsfromUnsettledInvestmentsNet_8EBE90BFD1AB2FC6881A7E781C58E8BD_label_en-US" xlink:label="lab_jrvr_PaymentsforProceedsfromUnsettledInvestmentsNet_8EBE90BFD1AB2FC6881A7E781C58E8BD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments for (Proceeds from) Unsettled Investments, Net</link:label>
    <link:label id="lab_jrvr_PaymentsforProceedsfromUnsettledInvestmentsNet_8EBE90BFD1AB2FC6881A7E781C58E8BD_documentation_en-US" xlink:label="lab_jrvr_PaymentsforProceedsfromUnsettledInvestmentsNet_8EBE90BFD1AB2FC6881A7E781C58E8BD" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Payments for (Proceeds from) Unsettled Investments, Net</link:label>
    <link:loc xlink:href="jrvr-20191231.xsd#jrvr_PaymentsforProceedsfromUnsettledInvestmentsNet" xlink:label="loc_jrvr_PaymentsforProceedsfromUnsettledInvestmentsNet_8EBE90BFD1AB2FC6881A7E781C58E8BD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_PaymentsforProceedsfromUnsettledInvestmentsNet_8EBE90BFD1AB2FC6881A7E781C58E8BD" xlink:to="lab_jrvr_PaymentsforProceedsfromUnsettledInvestmentsNet_8EBE90BFD1AB2FC6881A7E781C58E8BD" xlink:type="arc" />
    <link:label id="lab_us-gaap_PaymentsForProceedsFromShortTermInvestments_C8CEE58377C073CA01DE7E781C58BCB5_negatedLabel_en-US" xlink:label="lab_us-gaap_PaymentsForProceedsFromShortTermInvestments_C8CEE58377C073CA01DE7E781C58BCB5" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Short-term investments, net</link:label>
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    <link:label id="lab_jrvr_DateOfDeclarationNovember12017OneMember_492782D206F7D4053CDFC3E72BCCDCD0_terseLabel_en-US" xlink:label="lab_jrvr_DateOfDeclarationNovember12017OneMember_492782D206F7D4053CDFC3E72BCCDCD0" 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_492782D206F7D4053CDFC3E72BCCDCD0_label_en-US" xlink:label="lab_jrvr_DateOfDeclarationNovember12017OneMember_492782D206F7D4053CDFC3E72BCCDCD0" 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>
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    <link:label id="lab_us-gaap_DividendsCommonStockCash_B005932D9BF4F7E0A8C9C3E72BCCF542_label_en-US" xlink:label="lab_us-gaap_DividendsCommonStockCash_B005932D9BF4F7E0A8C9C3E72BCCF542" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Dividends, Common Stock, Cash</link:label>
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    <link:label id="lab_us-gaap_ReinsuranceTextBlock_6975283A11AF647F3349C7E9500BF871_label_en-US" xlink:label="lab_us-gaap_ReinsuranceTextBlock_6975283A11AF647F3349C7E9500BF871" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reinsurance [Text Block]</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ScheduleOfSegmentReportingInformationBySegmentTable" xlink:label="loc_us-gaap_ScheduleOfSegmentReportingInformationBySegmentTable_DCCA4A1C817A49EA285F83397F11CC26" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_CorporateAndOtherMember" xlink:label="loc_us-gaap_CorporateAndOtherMember_1CB6C5E7735C958DA58883397F13A1EA" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_SegmentReportingInformationLineItems" xlink:label="loc_us-gaap_SegmentReportingInformationLineItems_08B514A178815205F96783397F145792" xlink:type="locator" />
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    <link:label id="lab_jrvr_UnderwritingProfitLossOfOperatingSegments_572167D7FECEC32EC07283397F1423E9_terseLabel_en-US" xlink:label="lab_jrvr_UnderwritingProfitLossOfOperatingSegments_572167D7FECEC32EC07283397F1423E9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Underwriting profit (loss) of operating segments</link:label>
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    <link:label id="lab_jrvr_UnderwritingProfitLossOfOperatingSegments_572167D7FECEC32EC07283397F1423E9_documentation_en-US" xlink:label="lab_jrvr_UnderwritingProfitLossOfOperatingSegments_572167D7FECEC32EC07283397F1423E9" 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>
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    <link:label id="lab_jrvr_UnderwritingProfitLoss_B4053B4E0D56BA010FB583397F15AB08_verboseLabel_en-US" xlink:label="lab_jrvr_UnderwritingProfitLoss_B4053B4E0D56BA010FB583397F15AB08" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Underwriting profit</link:label>
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    <link:label id="lab_jrvr_UnderwritingProfitLoss_B4053B4E0D56BA010FB583397F15AB08_documentation_en-US" xlink:label="lab_jrvr_UnderwritingProfitLoss_B4053B4E0D56BA010FB583397F15AB08" 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>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_InterestExpense" xlink:label="loc_us-gaap_InterestExpense_324C2907F9411A8D8BB483397F163856" xlink:type="locator" />
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    <link:label id="lab_us-gaap_AmortizationOfIntangibleAssets_835C1004E52B081FA34983397F1614FF_negatedLabel_en-US" xlink:label="lab_us-gaap_AmortizationOfIntangibleAssets_835C1004E52B081FA34983397F1614FF" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Amortization of intangible assets</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AmortizationOfIntangibleAssets" xlink:label="loc_us-gaap_AmortizationOfIntangibleAssets_835C1004E52B081FA34983397F1614FF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AmortizationOfIntangibleAssets_835C1004E52B081FA34983397F1614FF" xlink:to="lab_us-gaap_AmortizationOfIntangibleAssets_835C1004E52B081FA34983397F1614FF" xlink:type="arc" />
    <link:label id="lab_jrvr_BrokerOneMember_6A8DBDBBD6C69DFC706887146406B360_verboseLabel_en-US" xlink:label="lab_jrvr_BrokerOneMember_6A8DBDBBD6C69DFC706887146406B360" 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_6A8DBDBBD6C69DFC706887146406B360_label_en-US" xlink:label="lab_jrvr_BrokerOneMember_6A8DBDBBD6C69DFC706887146406B360" 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_6A8DBDBBD6C69DFC706887146406B360_documentation_en-US" xlink:label="lab_jrvr_BrokerOneMember_6A8DBDBBD6C69DFC706887146406B360" 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-20191231.xsd#jrvr_BrokerOneMember" xlink:label="loc_jrvr_BrokerOneMember_6A8DBDBBD6C69DFC706887146406B360" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_BrokerOneMember_6A8DBDBBD6C69DFC706887146406B360" xlink:to="lab_jrvr_BrokerOneMember_6A8DBDBBD6C69DFC706887146406B360" xlink:type="arc" />
    <link:label id="lab_jrvr_BrokerTwoMember_A3C5D8E932274D6A10518714640669B6_verboseLabel_en-US" xlink:label="lab_jrvr_BrokerTwoMember_A3C5D8E932274D6A10518714640669B6" 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_A3C5D8E932274D6A10518714640669B6_label_en-US" xlink:label="lab_jrvr_BrokerTwoMember_A3C5D8E932274D6A10518714640669B6" 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_A3C5D8E932274D6A10518714640669B6_documentation_en-US" xlink:label="lab_jrvr_BrokerTwoMember_A3C5D8E932274D6A10518714640669B6" 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-20191231.xsd#jrvr_BrokerTwoMember" xlink:label="loc_jrvr_BrokerTwoMember_A3C5D8E932274D6A10518714640669B6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_BrokerTwoMember_A3C5D8E932274D6A10518714640669B6" xlink:to="lab_jrvr_BrokerTwoMember_A3C5D8E932274D6A10518714640669B6" xlink:type="arc" />
    <link:label id="lab_jrvr_BrokerThreeMember_93F9501EB52BF1F7368187146406AD4B_terseLabel_en-US" xlink:label="lab_jrvr_BrokerThreeMember_93F9501EB52BF1F7368187146406AD4B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Broker three</link:label>
    <link:label id="lab_jrvr_BrokerThreeMember_93F9501EB52BF1F7368187146406AD4B_label_en-US" xlink:label="lab_jrvr_BrokerThreeMember_93F9501EB52BF1F7368187146406AD4B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Broker Three [Member]</link:label>
    <link:label id="lab_jrvr_BrokerThreeMember_93F9501EB52BF1F7368187146406AD4B_documentation_en-US" xlink:label="lab_jrvr_BrokerThreeMember_93F9501EB52BF1F7368187146406AD4B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Broker Three [Member]</link:label>
    <link:loc xlink:href="jrvr-20191231.xsd#jrvr_BrokerThreeMember" xlink:label="loc_jrvr_BrokerThreeMember_93F9501EB52BF1F7368187146406AD4B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_BrokerThreeMember_93F9501EB52BF1F7368187146406AD4B" xlink:to="lab_jrvr_BrokerThreeMember_93F9501EB52BF1F7368187146406AD4B" xlink:type="arc" />
    <link:label id="lab_jrvr_BrokerFourMember_5EA2C7B815E06C4E2182871464063FE9_terseLabel_en-US" xlink:label="lab_jrvr_BrokerFourMember_5EA2C7B815E06C4E2182871464063FE9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Broker four</link:label>
    <link:label id="lab_jrvr_BrokerFourMember_5EA2C7B815E06C4E2182871464063FE9_label_en-US" xlink:label="lab_jrvr_BrokerFourMember_5EA2C7B815E06C4E2182871464063FE9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Broker Four [Member]</link:label>
    <link:label id="lab_jrvr_BrokerFourMember_5EA2C7B815E06C4E2182871464063FE9_documentation_en-US" xlink:label="lab_jrvr_BrokerFourMember_5EA2C7B815E06C4E2182871464063FE9" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Broker Four [Member]</link:label>
    <link:loc xlink:href="jrvr-20191231.xsd#jrvr_BrokerFourMember" xlink:label="loc_jrvr_BrokerFourMember_5EA2C7B815E06C4E2182871464063FE9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_BrokerFourMember_5EA2C7B815E06C4E2182871464063FE9" xlink:to="lab_jrvr_BrokerFourMember_5EA2C7B815E06C4E2182871464063FE9" xlink:type="arc" />
    <link:label id="lab_jrvr_InsuredOneMember_EC48269D6F26EADCB8CE87146406395F_terseLabel_en-US" xlink:label="lab_jrvr_InsuredOneMember_EC48269D6F26EADCB8CE87146406395F" 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_EC48269D6F26EADCB8CE87146406395F_label_en-US" xlink:label="lab_jrvr_InsuredOneMember_EC48269D6F26EADCB8CE87146406395F" 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_EC48269D6F26EADCB8CE87146406395F_documentation_en-US" xlink:label="lab_jrvr_InsuredOneMember_EC48269D6F26EADCB8CE87146406395F" 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-20191231.xsd#jrvr_InsuredOneMember" xlink:label="loc_jrvr_InsuredOneMember_EC48269D6F26EADCB8CE87146406395F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_InsuredOneMember_EC48269D6F26EADCB8CE87146406395F" xlink:to="lab_jrvr_InsuredOneMember_EC48269D6F26EADCB8CE87146406395F" xlink:type="arc" />
    <link:label id="lab_jrvr_AgencyOneMember_6D0C6042FF0CE4DCDE138714640CE1C7_verboseLabel_en-US" xlink:label="lab_jrvr_AgencyOneMember_6D0C6042FF0CE4DCDE138714640CE1C7" 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_6D0C6042FF0CE4DCDE138714640CE1C7_label_en-US" xlink:label="lab_jrvr_AgencyOneMember_6D0C6042FF0CE4DCDE138714640CE1C7" 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_6D0C6042FF0CE4DCDE138714640CE1C7_documentation_en-US" xlink:label="lab_jrvr_AgencyOneMember_6D0C6042FF0CE4DCDE138714640CE1C7" 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-20191231.xsd#jrvr_AgencyOneMember" xlink:label="loc_jrvr_AgencyOneMember_6D0C6042FF0CE4DCDE138714640CE1C7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_AgencyOneMember_6D0C6042FF0CE4DCDE138714640CE1C7" xlink:to="lab_jrvr_AgencyOneMember_6D0C6042FF0CE4DCDE138714640CE1C7" xlink:type="arc" />
    <link:label id="lab_jrvr_AgencyTwoMember_CE6F5F7F5CFAD198D2308714640C84B3_terseLabel_en-US" xlink:label="lab_jrvr_AgencyTwoMember_CE6F5F7F5CFAD198D2308714640C84B3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Agency two</link:label>
    <link:label id="lab_jrvr_AgencyTwoMember_CE6F5F7F5CFAD198D2308714640C84B3_label_en-US" xlink:label="lab_jrvr_AgencyTwoMember_CE6F5F7F5CFAD198D2308714640C84B3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Agency Two [Member]</link:label>
    <link:label id="lab_jrvr_AgencyTwoMember_CE6F5F7F5CFAD198D2308714640C84B3_documentation_en-US" xlink:label="lab_jrvr_AgencyTwoMember_CE6F5F7F5CFAD198D2308714640C84B3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Agency Two [Member]</link:label>
    <link:loc xlink:href="jrvr-20191231.xsd#jrvr_AgencyTwoMember" xlink:label="loc_jrvr_AgencyTwoMember_CE6F5F7F5CFAD198D2308714640C84B3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_AgencyTwoMember_CE6F5F7F5CFAD198D2308714640C84B3" xlink:to="lab_jrvr_AgencyTwoMember_CE6F5F7F5CFAD198D2308714640C84B3" xlink:type="arc" />
    <link:label id="lab_jrvr_UnaffiliatedCedingCompanyOneMember_D6DFAD92DCFE3EFC7E008714640CFBD3_verboseLabel_en-US" xlink:label="lab_jrvr_UnaffiliatedCedingCompanyOneMember_D6DFAD92DCFE3EFC7E008714640CFBD3" 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_D6DFAD92DCFE3EFC7E008714640CFBD3_label_en-US" xlink:label="lab_jrvr_UnaffiliatedCedingCompanyOneMember_D6DFAD92DCFE3EFC7E008714640CFBD3" 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_D6DFAD92DCFE3EFC7E008714640CFBD3_documentation_en-US" xlink:label="lab_jrvr_UnaffiliatedCedingCompanyOneMember_D6DFAD92DCFE3EFC7E008714640CFBD3" 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-20191231.xsd#jrvr_UnaffiliatedCedingCompanyOneMember" xlink:label="loc_jrvr_UnaffiliatedCedingCompanyOneMember_D6DFAD92DCFE3EFC7E008714640CFBD3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_UnaffiliatedCedingCompanyOneMember_D6DFAD92DCFE3EFC7E008714640CFBD3" xlink:to="lab_jrvr_UnaffiliatedCedingCompanyOneMember_D6DFAD92DCFE3EFC7E008714640CFBD3" xlink:type="arc" />
    <link:label id="lab_jrvr_UnaffiliatedCedingCompanyTwoMember_B69FC6BF3CE86D3A57CF8714640C14BE_verboseLabel_en-US" xlink:label="lab_jrvr_UnaffiliatedCedingCompanyTwoMember_B69FC6BF3CE86D3A57CF8714640C14BE" 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_B69FC6BF3CE86D3A57CF8714640C14BE_label_en-US" xlink:label="lab_jrvr_UnaffiliatedCedingCompanyTwoMember_B69FC6BF3CE86D3A57CF8714640C14BE" 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_B69FC6BF3CE86D3A57CF8714640C14BE_documentation_en-US" xlink:label="lab_jrvr_UnaffiliatedCedingCompanyTwoMember_B69FC6BF3CE86D3A57CF8714640C14BE" 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-20191231.xsd#jrvr_UnaffiliatedCedingCompanyTwoMember" xlink:label="loc_jrvr_UnaffiliatedCedingCompanyTwoMember_B69FC6BF3CE86D3A57CF8714640C14BE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_UnaffiliatedCedingCompanyTwoMember_B69FC6BF3CE86D3A57CF8714640C14BE" xlink:to="lab_jrvr_UnaffiliatedCedingCompanyTwoMember_B69FC6BF3CE86D3A57CF8714640C14BE" xlink:type="arc" />
    <link:label id="lab_jrvr_UnaffiliatedCedingCompanyThreeMember_102A48869075521D3BDC8714640C4872_terseLabel_en-US" xlink:label="lab_jrvr_UnaffiliatedCedingCompanyThreeMember_102A48869075521D3BDC8714640C4872" 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_102A48869075521D3BDC8714640C4872_label_en-US" xlink:label="lab_jrvr_UnaffiliatedCedingCompanyThreeMember_102A48869075521D3BDC8714640C4872" 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_102A48869075521D3BDC8714640C4872_documentation_en-US" xlink:label="lab_jrvr_UnaffiliatedCedingCompanyThreeMember_102A48869075521D3BDC8714640C4872" 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-20191231.xsd#jrvr_UnaffiliatedCedingCompanyThreeMember" xlink:label="loc_jrvr_UnaffiliatedCedingCompanyThreeMember_102A48869075521D3BDC8714640C4872" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_UnaffiliatedCedingCompanyThreeMember_102A48869075521D3BDC8714640C4872" xlink:to="lab_jrvr_UnaffiliatedCedingCompanyThreeMember_102A48869075521D3BDC8714640C4872" xlink:type="arc" />
    <link:label id="lab_jrvr_NumberofBrokers_C90696CA634C0D8903758714640DC5C0_terseLabel_en-US" xlink:label="lab_jrvr_NumberofBrokers_C90696CA634C0D8903758714640DC5C0" 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_C90696CA634C0D8903758714640DC5C0_label_en-US" xlink:label="lab_jrvr_NumberofBrokers_C90696CA634C0D8903758714640DC5C0" 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_C90696CA634C0D8903758714640DC5C0_documentation_en-US" xlink:label="lab_jrvr_NumberofBrokers_C90696CA634C0D8903758714640DC5C0" 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-20191231.xsd#jrvr_NumberofBrokers" xlink:label="loc_jrvr_NumberofBrokers_C90696CA634C0D8903758714640DC5C0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_NumberofBrokers_C90696CA634C0D8903758714640DC5C0" xlink:to="lab_jrvr_NumberofBrokers_C90696CA634C0D8903758714640DC5C0" xlink:type="arc" />
    <link:label id="lab_us-gaap_NumberOfReportableSegments_76CEFAA61ADCD03F81F48714640DE300_verboseLabel_en-US" xlink:label="lab_us-gaap_NumberOfReportableSegments_76CEFAA61ADCD03F81F48714640DE300" 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_76CEFAA61ADCD03F81F48714640DE300_label_en-US" xlink:label="lab_us-gaap_NumberOfReportableSegments_76CEFAA61ADCD03F81F48714640DE300" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_NumberOfReportableSegments" xlink:label="loc_us-gaap_NumberOfReportableSegments_76CEFAA61ADCD03F81F48714640DE300" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NumberOfReportableSegments_76CEFAA61ADCD03F81F48714640DE300" xlink:to="lab_us-gaap_NumberOfReportableSegments_76CEFAA61ADCD03F81F48714640DE300" xlink:type="arc" />
    <link:label id="lab_jrvr_FeeIncome_4B15C3F113446EACF32C8714640D027D_verboseLabel_en-US" xlink:label="lab_jrvr_FeeIncome_4B15C3F113446EACF32C8714640D027D" 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_4B15C3F113446EACF32C8714640D027D_label_en-US" xlink:label="lab_jrvr_FeeIncome_4B15C3F113446EACF32C8714640D027D" 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_4B15C3F113446EACF32C8714640D027D_documentation_en-US" xlink:label="lab_jrvr_FeeIncome_4B15C3F113446EACF32C8714640D027D" 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-20191231.xsd#jrvr_FeeIncome" xlink:label="loc_jrvr_FeeIncome_4B15C3F113446EACF32C8714640D027D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_FeeIncome_4B15C3F113446EACF32C8714640D027D" xlink:to="lab_jrvr_FeeIncome_4B15C3F113446EACF32C8714640D027D" xlink:type="arc" />
    <link:label id="lab_jrvr_NumberOfUnderwritingDivisions_2567C7912E9C6D473D038714640E0736_verboseLabel_en-US" xlink:label="lab_jrvr_NumberOfUnderwritingDivisions_2567C7912E9C6D473D038714640E0736" 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_2567C7912E9C6D473D038714640E0736_label_en-US" xlink:label="lab_jrvr_NumberOfUnderwritingDivisions_2567C7912E9C6D473D038714640E0736" 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_2567C7912E9C6D473D038714640E0736_documentation_en-US" xlink:label="lab_jrvr_NumberOfUnderwritingDivisions_2567C7912E9C6D473D038714640E0736" 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-20191231.xsd#jrvr_NumberOfUnderwritingDivisions" xlink:label="loc_jrvr_NumberOfUnderwritingDivisions_2567C7912E9C6D473D038714640E0736" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_NumberOfUnderwritingDivisions_2567C7912E9C6D473D038714640E0736" xlink:to="lab_jrvr_NumberOfUnderwritingDivisions_2567C7912E9C6D473D038714640E0736" xlink:type="arc" />
    <link:label id="lab_jrvr_ConsolidatedGrossWrittenPremiumsPercentage_F590B72D0AC48EBEBD8F8714640E581C_terseLabel_en-US" xlink:label="lab_jrvr_ConsolidatedGrossWrittenPremiumsPercentage_F590B72D0AC48EBEBD8F8714640E581C" 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_F590B72D0AC48EBEBD8F8714640E581C_label_en-US" xlink:label="lab_jrvr_ConsolidatedGrossWrittenPremiumsPercentage_F590B72D0AC48EBEBD8F8714640E581C" 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_F590B72D0AC48EBEBD8F8714640E581C_documentation_en-US" xlink:label="lab_jrvr_ConsolidatedGrossWrittenPremiumsPercentage_F590B72D0AC48EBEBD8F8714640E581C" 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-20191231.xsd#jrvr_ConsolidatedGrossWrittenPremiumsPercentage" xlink:label="loc_jrvr_ConsolidatedGrossWrittenPremiumsPercentage_F590B72D0AC48EBEBD8F8714640E581C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ConsolidatedGrossWrittenPremiumsPercentage_F590B72D0AC48EBEBD8F8714640E581C" xlink:to="lab_jrvr_ConsolidatedGrossWrittenPremiumsPercentage_F590B72D0AC48EBEBD8F8714640E581C" xlink:type="arc" />
    <link:label id="lab_jrvr_GrossWrittenPremiumsPercentage_4897C418471C26E5F1BF8714640EA85F_terseLabel_en-US" xlink:label="lab_jrvr_GrossWrittenPremiumsPercentage_4897C418471C26E5F1BF8714640EA85F" 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_4897C418471C26E5F1BF8714640EA85F_label_en-US" xlink:label="lab_jrvr_GrossWrittenPremiumsPercentage_4897C418471C26E5F1BF8714640EA85F" 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_4897C418471C26E5F1BF8714640EA85F_documentation_en-US" xlink:label="lab_jrvr_GrossWrittenPremiumsPercentage_4897C418471C26E5F1BF8714640EA85F" 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-20191231.xsd#jrvr_GrossWrittenPremiumsPercentage" xlink:label="loc_jrvr_GrossWrittenPremiumsPercentage_4897C418471C26E5F1BF8714640EA85F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_GrossWrittenPremiumsPercentage_4897C418471C26E5F1BF8714640EA85F" xlink:to="lab_jrvr_GrossWrittenPremiumsPercentage_4897C418471C26E5F1BF8714640EA85F" xlink:type="arc" />
    <link:label id="lab_jrvr_NumberofInsured_77C21C1577DB0663E7028714640ECD52_terseLabel_en-US" xlink:label="lab_jrvr_NumberofInsured_77C21C1577DB0663E7028714640ECD52" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of insured</link:label>
    <link:label id="lab_jrvr_NumberofInsured_77C21C1577DB0663E7028714640ECD52_label_en-US" xlink:label="lab_jrvr_NumberofInsured_77C21C1577DB0663E7028714640ECD52" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number of Insured</link:label>
    <link:label id="lab_jrvr_NumberofInsured_77C21C1577DB0663E7028714640ECD52_documentation_en-US" xlink:label="lab_jrvr_NumberofInsured_77C21C1577DB0663E7028714640ECD52" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Number of Insured</link:label>
    <link:loc xlink:href="jrvr-20191231.xsd#jrvr_NumberofInsured" xlink:label="loc_jrvr_NumberofInsured_77C21C1577DB0663E7028714640ECD52" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_NumberofInsured_77C21C1577DB0663E7028714640ECD52" xlink:to="lab_jrvr_NumberofInsured_77C21C1577DB0663E7028714640ECD52" xlink:type="arc" />
    <link:label id="lab_jrvr_NumberofAgencies_4FD9C229EB6EC6E34B5A8714640EA769_terseLabel_en-US" xlink:label="lab_jrvr_NumberofAgencies_4FD9C229EB6EC6E34B5A8714640EA769" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of agencies</link:label>
    <link:label id="lab_jrvr_NumberofAgencies_4FD9C229EB6EC6E34B5A8714640EA769_label_en-US" xlink:label="lab_jrvr_NumberofAgencies_4FD9C229EB6EC6E34B5A8714640EA769" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number of Agencies</link:label>
    <link:label id="lab_jrvr_NumberofAgencies_4FD9C229EB6EC6E34B5A8714640EA769_documentation_en-US" xlink:label="lab_jrvr_NumberofAgencies_4FD9C229EB6EC6E34B5A8714640EA769" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Number of Agencies</link:label>
    <link:loc xlink:href="jrvr-20191231.xsd#jrvr_NumberofAgencies" xlink:label="loc_jrvr_NumberofAgencies_4FD9C229EB6EC6E34B5A8714640EA769" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_NumberofAgencies_4FD9C229EB6EC6E34B5A8714640EA769" xlink:to="lab_jrvr_NumberofAgencies_4FD9C229EB6EC6E34B5A8714640EA769" xlink:type="arc" />
    <link:label id="lab_jrvr_NumberofUnaffiliatedCedingCompanies_08CA4C5EC75D58A750538714640E8B48_terseLabel_en-US" xlink:label="lab_jrvr_NumberofUnaffiliatedCedingCompanies_08CA4C5EC75D58A750538714640E8B48" 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_08CA4C5EC75D58A750538714640E8B48_label_en-US" xlink:label="lab_jrvr_NumberofUnaffiliatedCedingCompanies_08CA4C5EC75D58A750538714640E8B48" 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_08CA4C5EC75D58A750538714640E8B48_documentation_en-US" xlink:label="lab_jrvr_NumberofUnaffiliatedCedingCompanies_08CA4C5EC75D58A750538714640E8B48" 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-20191231.xsd#jrvr_NumberofUnaffiliatedCedingCompanies" xlink:label="loc_jrvr_NumberofUnaffiliatedCedingCompanies_08CA4C5EC75D58A750538714640E8B48" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_NumberofUnaffiliatedCedingCompanies_08CA4C5EC75D58A750538714640E8B48" xlink:to="lab_jrvr_NumberofUnaffiliatedCedingCompanies_08CA4C5EC75D58A750538714640E8B48" xlink:type="arc" />
    <link:label id="lab_jrvr_JuniorSubordinatedDebtAxis_96F92566915332A8F8FB271072701A57_terseLabel_en-US" xlink:label="lab_jrvr_JuniorSubordinatedDebtAxis_96F92566915332A8F8FB271072701A57" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Junior Subordinated Debt [Axis]</link:label>
    <link:label id="lab_jrvr_JuniorSubordinatedDebtAxis_96F92566915332A8F8FB271072701A57_label_en-US" xlink:label="lab_jrvr_JuniorSubordinatedDebtAxis_96F92566915332A8F8FB271072701A57" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Junior Subordinated Debt [Axis]</link:label>
    <link:label id="lab_jrvr_JuniorSubordinatedDebtAxis_96F92566915332A8F8FB271072701A57_documentation_en-US" xlink:label="lab_jrvr_JuniorSubordinatedDebtAxis_96F92566915332A8F8FB271072701A57" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information by junior subordinated debt types.</link:label>
    <link:loc xlink:href="jrvr-20191231.xsd#jrvr_JuniorSubordinatedDebtAxis" xlink:label="loc_jrvr_JuniorSubordinatedDebtAxis_96F92566915332A8F8FB271072701A57" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_JuniorSubordinatedDebtAxis_96F92566915332A8F8FB271072701A57" xlink:to="lab_jrvr_JuniorSubordinatedDebtAxis_96F92566915332A8F8FB271072701A57" xlink:type="arc" />
    <link:label id="lab_jrvr_JuniorSubordinatedDebtDomain_8B62846913EAB4A861F0271072705C67_terseLabel_en-US" xlink:label="lab_jrvr_JuniorSubordinatedDebtDomain_8B62846913EAB4A861F0271072705C67" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Junior Subordinated Debt [Domain]</link:label>
    <link:label id="lab_jrvr_JuniorSubordinatedDebtDomain_8B62846913EAB4A861F0271072705C67_label_en-US" xlink:label="lab_jrvr_JuniorSubordinatedDebtDomain_8B62846913EAB4A861F0271072705C67" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Junior Subordinated Debt [Domain]</link:label>
    <link:label id="lab_jrvr_JuniorSubordinatedDebtDomain_8B62846913EAB4A861F0271072705C67_documentation_en-US" xlink:label="lab_jrvr_JuniorSubordinatedDebtDomain_8B62846913EAB4A861F0271072705C67" 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>
    <link:loc xlink:href="jrvr-20191231.xsd#jrvr_JuniorSubordinatedDebtDomain" xlink:label="loc_jrvr_JuniorSubordinatedDebtDomain_8B62846913EAB4A861F0271072705C67" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_JuniorSubordinatedDebtDomain_8B62846913EAB4A861F0271072705C67" xlink:to="lab_jrvr_JuniorSubordinatedDebtDomain_8B62846913EAB4A861F0271072705C67" xlink:type="arc" />
    <link:label id="lab_jrvr_JamesRiverCapitalTrustIMember_C2B3C93742AC4537EDC927107270093E_verboseLabel_en-US" xlink:label="lab_jrvr_JamesRiverCapitalTrustIMember_C2B3C93742AC4537EDC927107270093E" 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_C2B3C93742AC4537EDC927107270093E_label_en-US" xlink:label="lab_jrvr_JamesRiverCapitalTrustIMember_C2B3C93742AC4537EDC927107270093E" 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_C2B3C93742AC4537EDC927107270093E_documentation_en-US" xlink:label="lab_jrvr_JamesRiverCapitalTrustIMember_C2B3C93742AC4537EDC927107270093E" 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-20191231.xsd#jrvr_JamesRiverCapitalTrustIMember" xlink:label="loc_jrvr_JamesRiverCapitalTrustIMember_C2B3C93742AC4537EDC927107270093E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_JamesRiverCapitalTrustIMember_C2B3C93742AC4537EDC927107270093E" xlink:to="lab_jrvr_JamesRiverCapitalTrustIMember_C2B3C93742AC4537EDC927107270093E" xlink:type="arc" />
    <link:label id="lab_jrvr_JamesRiverCapitalTrustIiMember_2106BB66343593A2CE99271072700EEE_verboseLabel_en-US" xlink:label="lab_jrvr_JamesRiverCapitalTrustIiMember_2106BB66343593A2CE99271072700EEE" 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_2106BB66343593A2CE99271072700EEE_label_en-US" xlink:label="lab_jrvr_JamesRiverCapitalTrustIiMember_2106BB66343593A2CE99271072700EEE" 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_2106BB66343593A2CE99271072700EEE_documentation_en-US" xlink:label="lab_jrvr_JamesRiverCapitalTrustIiMember_2106BB66343593A2CE99271072700EEE" 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-20191231.xsd#jrvr_JamesRiverCapitalTrustIiMember" xlink:label="loc_jrvr_JamesRiverCapitalTrustIiMember_2106BB66343593A2CE99271072700EEE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_JamesRiverCapitalTrustIiMember_2106BB66343593A2CE99271072700EEE" xlink:to="lab_jrvr_JamesRiverCapitalTrustIiMember_2106BB66343593A2CE99271072700EEE" xlink:type="arc" />
    <link:label id="lab_jrvr_JamesRiverCapitalTrustIiiMember_806B3931D2FDC5E888B52710727113BC_verboseLabel_en-US" xlink:label="lab_jrvr_JamesRiverCapitalTrustIiiMember_806B3931D2FDC5E888B52710727113BC" 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_806B3931D2FDC5E888B52710727113BC_label_en-US" xlink:label="lab_jrvr_JamesRiverCapitalTrustIiiMember_806B3931D2FDC5E888B52710727113BC" 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_806B3931D2FDC5E888B52710727113BC_documentation_en-US" xlink:label="lab_jrvr_JamesRiverCapitalTrustIiiMember_806B3931D2FDC5E888B52710727113BC" 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-20191231.xsd#jrvr_JamesRiverCapitalTrustIiiMember" xlink:label="loc_jrvr_JamesRiverCapitalTrustIiiMember_806B3931D2FDC5E888B52710727113BC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_JamesRiverCapitalTrustIiiMember_806B3931D2FDC5E888B52710727113BC" xlink:to="lab_jrvr_JamesRiverCapitalTrustIiiMember_806B3931D2FDC5E888B52710727113BC" xlink:type="arc" />
    <link:label id="lab_jrvr_JamesRiverCapitalTrustIvMember_FE73DCA5D55C461EAA4827107271279F_verboseLabel_en-US" xlink:label="lab_jrvr_JamesRiverCapitalTrustIvMember_FE73DCA5D55C461EAA4827107271279F" 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_FE73DCA5D55C461EAA4827107271279F_label_en-US" xlink:label="lab_jrvr_JamesRiverCapitalTrustIvMember_FE73DCA5D55C461EAA4827107271279F" 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_FE73DCA5D55C461EAA4827107271279F_documentation_en-US" xlink:label="lab_jrvr_JamesRiverCapitalTrustIvMember_FE73DCA5D55C461EAA4827107271279F" 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-20191231.xsd#jrvr_JamesRiverCapitalTrustIvMember" xlink:label="loc_jrvr_JamesRiverCapitalTrustIvMember_FE73DCA5D55C461EAA4827107271279F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_JamesRiverCapitalTrustIvMember_FE73DCA5D55C461EAA4827107271279F" xlink:to="lab_jrvr_JamesRiverCapitalTrustIvMember_FE73DCA5D55C461EAA4827107271279F" xlink:type="arc" />
    <link:label id="lab_jrvr_FranklinHoldingsIiBermudaCapitalTrustIMember_5445822EE7D9B9A9AA7627107271D177_verboseLabel_en-US" xlink:label="lab_jrvr_FranklinHoldingsIiBermudaCapitalTrustIMember_5445822EE7D9B9A9AA7627107271D177" 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_5445822EE7D9B9A9AA7627107271D177_label_en-US" xlink:label="lab_jrvr_FranklinHoldingsIiBermudaCapitalTrustIMember_5445822EE7D9B9A9AA7627107271D177" 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_5445822EE7D9B9A9AA7627107271D177_documentation_en-US" xlink:label="lab_jrvr_FranklinHoldingsIiBermudaCapitalTrustIMember_5445822EE7D9B9A9AA7627107271D177" 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-20191231.xsd#jrvr_FranklinHoldingsIiBermudaCapitalTrustIMember" xlink:label="loc_jrvr_FranklinHoldingsIiBermudaCapitalTrustIMember_5445822EE7D9B9A9AA7627107271D177" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DebtInstrumentIssuanceDate1_26DFCF9B6DB4FF59550E2710727153E6_verboseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentIssuanceDate1_26DFCF9B6DB4FF59550E2710727153E6" 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_26DFCF9B6DB4FF59550E2710727153E6_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentIssuanceDate1_26DFCF9B6DB4FF59550E2710727153E6" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DebtInstrumentIssuanceDate1" xlink:label="loc_us-gaap_DebtInstrumentIssuanceDate1_26DFCF9B6DB4FF59550E2710727153E6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentIssuanceDate1_26DFCF9B6DB4FF59550E2710727153E6" xlink:to="lab_us-gaap_DebtInstrumentIssuanceDate1_26DFCF9B6DB4FF59550E2710727153E6" xlink:type="arc" />
    <link:label id="lab_jrvr_FaceValueOfTrustPrefferedSecurties_D0D10214F99EE01B8D492710727291CF_verboseLabel_en-US" xlink:label="lab_jrvr_FaceValueOfTrustPrefferedSecurties_D0D10214F99EE01B8D492710727291CF" 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_D0D10214F99EE01B8D492710727291CF_label_en-US" xlink:label="lab_jrvr_FaceValueOfTrustPrefferedSecurties_D0D10214F99EE01B8D492710727291CF" 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_D0D10214F99EE01B8D492710727291CF_documentation_en-US" xlink:label="lab_jrvr_FaceValueOfTrustPrefferedSecurties_D0D10214F99EE01B8D492710727291CF" 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-20191231.xsd#jrvr_FaceValueOfTrustPrefferedSecurties" xlink:label="loc_jrvr_FaceValueOfTrustPrefferedSecurties_D0D10214F99EE01B8D492710727291CF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_FaceValueOfTrustPrefferedSecurties_D0D10214F99EE01B8D492710727291CF" xlink:to="lab_jrvr_FaceValueOfTrustPrefferedSecurties_D0D10214F99EE01B8D492710727291CF" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentFaceAmount_9CC6E56A869D6FBA634627107272E94E_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentFaceAmount_9CC6E56A869D6FBA634627107272E94E" 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:label id="lab_us-gaap_DebtInstrumentFaceAmount_9CC6E56A869D6FBA634627107272E94E_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentFaceAmount_9CC6E56A869D6FBA634627107272E94E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Face Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DebtInstrumentFaceAmount" xlink:label="loc_us-gaap_DebtInstrumentFaceAmount_9CC6E56A869D6FBA634627107272E94E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentFaceAmount_9CC6E56A869D6FBA634627107272E94E" xlink:to="lab_us-gaap_DebtInstrumentFaceAmount_9CC6E56A869D6FBA634627107272E94E" xlink:type="arc" />
    <link:label id="lab_us-gaap_JuniorSubordinatedNotes_4FBD82C063C61AA8FD22271072725703_terseLabel_en-US" xlink:label="lab_us-gaap_JuniorSubordinatedNotes_4FBD82C063C61AA8FD22271072725703" 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:label id="lab_us-gaap_JuniorSubordinatedNotes_4FBD82C063C61AA8FD22271072725703_label_en-US" xlink:label="lab_us-gaap_JuniorSubordinatedNotes_4FBD82C063C61AA8FD22271072725703" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Junior Subordinated Notes</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_JuniorSubordinatedNotes" xlink:label="loc_us-gaap_JuniorSubordinatedNotes_4FBD82C063C61AA8FD22271072725703" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_JuniorSubordinatedNotes_4FBD82C063C61AA8FD22271072725703" xlink:to="lab_us-gaap_JuniorSubordinatedNotes_4FBD82C063C61AA8FD22271072725703" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentMaturityDate_A5F3375666A0B9F00195271072727046_verboseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentMaturityDate_A5F3375666A0B9F00195271072727046" 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_A5F3375666A0B9F00195271072727046_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentMaturityDate_A5F3375666A0B9F00195271072727046" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DebtInstrumentMaturityDate" xlink:label="loc_us-gaap_DebtInstrumentMaturityDate_A5F3375666A0B9F00195271072727046" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentMaturityDate_A5F3375666A0B9F00195271072727046" xlink:to="lab_us-gaap_DebtInstrumentMaturityDate_A5F3375666A0B9F00195271072727046" xlink:type="arc" />
    <link:label id="lab_jrvr_TrustCommonStock_816AD410B8D458ECF08627107272CE8B_verboseLabel_en-US" xlink:label="lab_jrvr_TrustCommonStock_816AD410B8D458ECF08627107272CE8B" 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_816AD410B8D458ECF08627107272CE8B_label_en-US" xlink:label="lab_jrvr_TrustCommonStock_816AD410B8D458ECF08627107272CE8B" 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_816AD410B8D458ECF08627107272CE8B_documentation_en-US" xlink:label="lab_jrvr_TrustCommonStock_816AD410B8D458ECF08627107272CE8B" 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-20191231.xsd#jrvr_TrustCommonStock" xlink:label="loc_jrvr_TrustCommonStock_816AD410B8D458ECF08627107272CE8B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_TrustCommonStock_816AD410B8D458ECF08627107272CE8B" xlink:to="lab_jrvr_TrustCommonStock_816AD410B8D458ECF08627107272CE8B" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentDescriptionOfVariableRateBasis_0F72BD437407651256CC27107272B90F_verboseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentDescriptionOfVariableRateBasis_0F72BD437407651256CC27107272B90F" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Interest rate, per annum</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentDescriptionOfVariableRateBasis_0F72BD437407651256CC27107272B90F_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentDescriptionOfVariableRateBasis_0F72BD437407651256CC27107272B90F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Description of Variable Rate Basis</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DebtInstrumentDescriptionOfVariableRateBasis" xlink:label="loc_us-gaap_DebtInstrumentDescriptionOfVariableRateBasis_0F72BD437407651256CC27107272B90F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentDescriptionOfVariableRateBasis_0F72BD437407651256CC27107272B90F" xlink:to="lab_us-gaap_DebtInstrumentDescriptionOfVariableRateBasis_0F72BD437407651256CC27107272B90F" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryTable_5F55B04D25D9D5C3FCEC5B5227559CD9_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryTable_5F55B04D25D9D5C3FCEC5B5227559CD9" 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_5F55B04D25D9D5C3FCEC5B5227559CD9_label_en-US" xlink:label="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryTable_5F55B04D25D9D5C3FCEC5B5227559CD9" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryTable" xlink:label="loc_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryTable_5F55B04D25D9D5C3FCEC5B5227559CD9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryTable_5F55B04D25D9D5C3FCEC5B5227559CD9" xlink:to="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryTable_5F55B04D25D9D5C3FCEC5B5227559CD9" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherLongTermInvestmentsMember_109706885D2673BC58D05B5227558293_verboseLabel_en-US" xlink:label="lab_us-gaap_OtherLongTermInvestmentsMember_109706885D2673BC58D05B5227558293" 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_109706885D2673BC58D05B5227558293_label_en-US" xlink:label="lab_us-gaap_OtherLongTermInvestmentsMember_109706885D2673BC58D05B5227558293" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_OtherLongTermInvestmentsMember" xlink:label="loc_us-gaap_OtherLongTermInvestmentsMember_109706885D2673BC58D05B5227558293" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherLongTermInvestmentsMember_109706885D2673BC58D05B5227558293" xlink:to="lab_us-gaap_OtherLongTermInvestmentsMember_109706885D2673BC58D05B5227558293" xlink:type="arc" />
    <link:label id="lab_us-gaap_CashAndCashEquivalentsMember_AADC6FC42074732A26C85B5227552D59_verboseLabel_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsMember_AADC6FC42074732A26C85B5227552D59" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Cash, cash equivalents, restricted cash equivalents, and short-term investments</link:label>
    <link:label id="lab_us-gaap_CashAndCashEquivalentsMember_AADC6FC42074732A26C85B5227552D59_label_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsMember_AADC6FC42074732A26C85B5227552D59" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_CashAndCashEquivalentsMember" xlink:label="loc_us-gaap_CashAndCashEquivalentsMember_AADC6FC42074732A26C85B5227552D59" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CashAndCashEquivalentsMember_AADC6FC42074732A26C85B5227552D59" xlink:to="lab_us-gaap_CashAndCashEquivalentsMember_AADC6FC42074732A26C85B5227552D59" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems_F0022BF23D41BB5B094E5B5227559644_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems_F0022BF23D41BB5B094E5B5227559644" 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_F0022BF23D41BB5B094E5B5227559644_label_en-US" xlink:label="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems_F0022BF23D41BB5B094E5B5227559644" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems" xlink:label="loc_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems_F0022BF23D41BB5B094E5B5227559644" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems_F0022BF23D41BB5B094E5B5227559644" xlink:to="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems_F0022BF23D41BB5B094E5B5227559644" xlink:type="arc" />
    <link:label id="lab_us-gaap_GrossInvestmentIncomeOperating_8A25BB9004D9BB7379575B522755BF32_verboseLabel_en-US" xlink:label="lab_us-gaap_GrossInvestmentIncomeOperating_8A25BB9004D9BB7379575B522755BF32" 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_8A25BB9004D9BB7379575B522755BF32_label_en-US" xlink:label="lab_us-gaap_GrossInvestmentIncomeOperating_8A25BB9004D9BB7379575B522755BF32" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_GrossInvestmentIncomeOperating" xlink:label="loc_us-gaap_GrossInvestmentIncomeOperating_8A25BB9004D9BB7379575B522755BF32" xlink:type="locator" />
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    <link:label id="lab_us-gaap_InvestmentIncomeInvestmentExpense_E74043C01F54C7D67E405B5227552E45_negatedLabel_en-US" xlink:label="lab_us-gaap_InvestmentIncomeInvestmentExpense_E74043C01F54C7D67E405B5227552E45" 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_E74043C01F54C7D67E405B5227552E45_label_en-US" xlink:label="lab_us-gaap_InvestmentIncomeInvestmentExpense_E74043C01F54C7D67E405B5227552E45" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_InvestmentIncomeInvestmentExpense" xlink:label="loc_us-gaap_InvestmentIncomeInvestmentExpense_E74043C01F54C7D67E405B5227552E45" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentIncomeInvestmentExpense_E74043C01F54C7D67E405B5227552E45" xlink:to="lab_us-gaap_InvestmentIncomeInvestmentExpense_E74043C01F54C7D67E405B5227552E45" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetInvestmentIncome_8553F4AA8A727664918C5B5227557563_totalLabel_en-US" xlink:label="lab_us-gaap_NetInvestmentIncome_8553F4AA8A727664918C5B5227557563" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_NetInvestmentIncome" xlink:label="loc_us-gaap_NetInvestmentIncome_8553F4AA8A727664918C5B5227557563" xlink:type="locator" />
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    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate_7C0E26081479E03446BAC7E950761195_verboseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate_7C0E26081479E03446BAC7E950761195" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Risk-free interest rate</link:label>
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    <link:label id="lab_us-gaap_InvestmentPolicyTextBlock_DA9B0CFD4A42FA1A14DF871467A296BE_verboseLabel_en-US" xlink:label="lab_us-gaap_InvestmentPolicyTextBlock_DA9B0CFD4A42FA1A14DF871467A296BE" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Short-Term Investments</link:label>
    <link:label id="lab_us-gaap_InvestmentPolicyTextBlock_DA9B0CFD4A42FA1A14DF871467A296BE_label_en-US" xlink:label="lab_us-gaap_InvestmentPolicyTextBlock_DA9B0CFD4A42FA1A14DF871467A296BE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investment, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_InvestmentPolicyTextBlock" xlink:label="loc_us-gaap_InvestmentPolicyTextBlock_DA9B0CFD4A42FA1A14DF871467A296BE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentPolicyTextBlock_DA9B0CFD4A42FA1A14DF871467A296BE" xlink:to="lab_us-gaap_InvestmentPolicyTextBlock_DA9B0CFD4A42FA1A14DF871467A296BE" xlink:type="arc" />
    <link:label id="lab_us-gaap_CashAndCashEquivalentsRestrictedCashAndCashEquivalentsPolicy_F61DB2E4600630F374E8871467A34A66_terseLabel_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsRestrictedCashAndCashEquivalentsPolicy_F61DB2E4600630F374E8871467A34A66" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cash Equivalents and Restricted Cash Equivalents</link:label>
    <link:label id="lab_us-gaap_CashAndCashEquivalentsRestrictedCashAndCashEquivalentsPolicy_F61DB2E4600630F374E8871467A34A66_label_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsRestrictedCashAndCashEquivalentsPolicy_F61DB2E4600630F374E8871467A34A66" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cash and Cash Equivalents, Restricted Cash and Cash Equivalents, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_CashAndCashEquivalentsRestrictedCashAndCashEquivalentsPolicy" xlink:label="loc_us-gaap_CashAndCashEquivalentsRestrictedCashAndCashEquivalentsPolicy_F61DB2E4600630F374E8871467A34A66" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CashAndCashEquivalentsRestrictedCashAndCashEquivalentsPolicy_F61DB2E4600630F374E8871467A34A66" xlink:to="lab_us-gaap_CashAndCashEquivalentsRestrictedCashAndCashEquivalentsPolicy_F61DB2E4600630F374E8871467A34A66" xlink:type="arc" />
    <link:label id="lab_us-gaap_RevenueRecognitionPremiumsEarnedPolicy_30721722AEEE3C95554A871467A3F72C_verboseLabel_en-US" xlink:label="lab_us-gaap_RevenueRecognitionPremiumsEarnedPolicy_30721722AEEE3C95554A871467A3F72C" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Direct Written Premiums</link:label>
    <link:label id="lab_us-gaap_RevenueRecognitionPremiumsEarnedPolicy_30721722AEEE3C95554A871467A3F72C_label_en-US" xlink:label="lab_us-gaap_RevenueRecognitionPremiumsEarnedPolicy_30721722AEEE3C95554A871467A3F72C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Revenue Recognition, Premiums Earned, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_RevenueRecognitionPremiumsEarnedPolicy" xlink:label="loc_us-gaap_RevenueRecognitionPremiumsEarnedPolicy_30721722AEEE3C95554A871467A3F72C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RevenueRecognitionPremiumsEarnedPolicy_30721722AEEE3C95554A871467A3F72C" xlink:to="lab_us-gaap_RevenueRecognitionPremiumsEarnedPolicy_30721722AEEE3C95554A871467A3F72C" xlink:type="arc" />
    <link:label id="lab_jrvr_AssumedReinsurancePremiumsPolicyTextBlock_B5ECCE808E444A7E3A33871467A358E4_verboseLabel_en-US" xlink:label="lab_jrvr_AssumedReinsurancePremiumsPolicyTextBlock_B5ECCE808E444A7E3A33871467A358E4" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Assumed Reinsurance Premiums</link:label>
    <link:label id="lab_jrvr_AssumedReinsurancePremiumsPolicyTextBlock_B5ECCE808E444A7E3A33871467A358E4_label_en-US" xlink:label="lab_jrvr_AssumedReinsurancePremiumsPolicyTextBlock_B5ECCE808E444A7E3A33871467A358E4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Assumed Reinsurance Premiums [Policy Text Block]</link:label>
    <link:label id="lab_jrvr_AssumedReinsurancePremiumsPolicyTextBlock_B5ECCE808E444A7E3A33871467A358E4_documentation_en-US" xlink:label="lab_jrvr_AssumedReinsurancePremiumsPolicyTextBlock_B5ECCE808E444A7E3A33871467A358E4" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents disclosure of accounting policy for assumed Reinsurance Premiums.</link:label>
    <link:loc xlink:href="jrvr-20191231.xsd#jrvr_AssumedReinsurancePremiumsPolicyTextBlock" xlink:label="loc_jrvr_AssumedReinsurancePremiumsPolicyTextBlock_B5ECCE808E444A7E3A33871467A358E4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_AssumedReinsurancePremiumsPolicyTextBlock_B5ECCE808E444A7E3A33871467A358E4" xlink:to="lab_jrvr_AssumedReinsurancePremiumsPolicyTextBlock_B5ECCE808E444A7E3A33871467A358E4" xlink:type="arc" />
    <link:label id="lab_us-gaap_PremiumsReceivableBasisOfAccountingPolicy_95FFA5D2F487EA7109F0871467A3A052_verboseLabel_en-US" xlink:label="lab_us-gaap_PremiumsReceivableBasisOfAccountingPolicy_95FFA5D2F487EA7109F0871467A3A052" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Premiums Receivable and Agents' Balances, Net</link:label>
    <link:label id="lab_us-gaap_PremiumsReceivableBasisOfAccountingPolicy_95FFA5D2F487EA7109F0871467A3A052_label_en-US" xlink:label="lab_us-gaap_PremiumsReceivableBasisOfAccountingPolicy_95FFA5D2F487EA7109F0871467A3A052" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Premiums Receivable, Basis of Accounting, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_PremiumsReceivableBasisOfAccountingPolicy" xlink:label="loc_us-gaap_PremiumsReceivableBasisOfAccountingPolicy_95FFA5D2F487EA7109F0871467A3A052" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PremiumsReceivableBasisOfAccountingPolicy_95FFA5D2F487EA7109F0871467A3A052" xlink:to="lab_us-gaap_PremiumsReceivableBasisOfAccountingPolicy_95FFA5D2F487EA7109F0871467A3A052" xlink:type="arc" />
    <link:label id="lab_us-gaap_CapitalizationOfDeferredPolicyAcquisitionCostsPolicy_FB9ACD96CAAFACE0B423871467A318F6_verboseLabel_en-US" xlink:label="lab_us-gaap_CapitalizationOfDeferredPolicyAcquisitionCostsPolicy_FB9ACD96CAAFACE0B423871467A318F6" 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_us-gaap_CapitalizationOfDeferredPolicyAcquisitionCostsPolicy_FB9ACD96CAAFACE0B423871467A318F6_label_en-US" xlink:label="lab_us-gaap_CapitalizationOfDeferredPolicyAcquisitionCostsPolicy_FB9ACD96CAAFACE0B423871467A318F6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Policy Acquisition Costs, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_CapitalizationOfDeferredPolicyAcquisitionCostsPolicy" xlink:label="loc_us-gaap_CapitalizationOfDeferredPolicyAcquisitionCostsPolicy_FB9ACD96CAAFACE0B423871467A318F6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CapitalizationOfDeferredPolicyAcquisitionCostsPolicy_FB9ACD96CAAFACE0B423871467A318F6" xlink:to="lab_us-gaap_CapitalizationOfDeferredPolicyAcquisitionCostsPolicy_FB9ACD96CAAFACE0B423871467A318F6" xlink:type="arc" />
    <link:label id="lab_us-gaap_ReinsuranceAccountingPolicy_BE4609D81919869124D3871467A3D1F4_verboseLabel_en-US" xlink:label="lab_us-gaap_ReinsuranceAccountingPolicy_BE4609D81919869124D3871467A3D1F4" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Reinsurance and Adjustable Features of Insurance and Reinsurance Contracts</link:label>
    <link:label id="lab_us-gaap_ReinsuranceAccountingPolicy_BE4609D81919869124D3871467A3D1F4_label_en-US" xlink:label="lab_us-gaap_ReinsuranceAccountingPolicy_BE4609D81919869124D3871467A3D1F4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reinsurance Accounting Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ReinsuranceAccountingPolicy" xlink:label="loc_us-gaap_ReinsuranceAccountingPolicy_BE4609D81919869124D3871467A3D1F4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ReinsuranceAccountingPolicy_BE4609D81919869124D3871467A3D1F4" xlink:to="lab_us-gaap_ReinsuranceAccountingPolicy_BE4609D81919869124D3871467A3D1F4" xlink:type="arc" />
    <link:label id="lab_jrvr_OtherIncomePolicyTextBlock_965DE17F1DF258DC63FB871467A40D2F_verboseLabel_en-US" xlink:label="lab_jrvr_OtherIncomePolicyTextBlock_965DE17F1DF258DC63FB871467A40D2F" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Other Income</link:label>
    <link:label id="lab_jrvr_OtherIncomePolicyTextBlock_965DE17F1DF258DC63FB871467A40D2F_label_en-US" xlink:label="lab_jrvr_OtherIncomePolicyTextBlock_965DE17F1DF258DC63FB871467A40D2F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Income [Policy Text Block]</link:label>
    <link:label id="lab_jrvr_OtherIncomePolicyTextBlock_965DE17F1DF258DC63FB871467A40D2F_documentation_en-US" xlink:label="lab_jrvr_OtherIncomePolicyTextBlock_965DE17F1DF258DC63FB871467A40D2F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents disclosure of accounting policy for other income composition and revenue recognition policy.</link:label>
    <link:loc xlink:href="jrvr-20191231.xsd#jrvr_OtherIncomePolicyTextBlock" xlink:label="loc_jrvr_OtherIncomePolicyTextBlock_965DE17F1DF258DC63FB871467A40D2F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_OtherIncomePolicyTextBlock_965DE17F1DF258DC63FB871467A40D2F" xlink:to="lab_jrvr_OtherIncomePolicyTextBlock_965DE17F1DF258DC63FB871467A40D2F" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeTaxPolicyTextBlock_7EAD79A2B4972347A38F871467A4B354_verboseLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxPolicyTextBlock_7EAD79A2B4972347A38F871467A4B354" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Income Taxes</link:label>
    <link:label id="lab_us-gaap_IncomeTaxPolicyTextBlock_7EAD79A2B4972347A38F871467A4B354_label_en-US" xlink:label="lab_us-gaap_IncomeTaxPolicyTextBlock_7EAD79A2B4972347A38F871467A4B354" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income Tax, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_IncomeTaxPolicyTextBlock" xlink:label="loc_us-gaap_IncomeTaxPolicyTextBlock_7EAD79A2B4972347A38F871467A4B354" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeTaxPolicyTextBlock_7EAD79A2B4972347A38F871467A4B354" xlink:to="lab_us-gaap_IncomeTaxPolicyTextBlock_7EAD79A2B4972347A38F871467A4B354" xlink:type="arc" />
    <link:label id="lab_us-gaap_GoodwillAndIntangibleAssetsGoodwillPolicy_2857D0194791758886AC871467A4B71E_verboseLabel_en-US" xlink:label="lab_us-gaap_GoodwillAndIntangibleAssetsGoodwillPolicy_2857D0194791758886AC871467A4B71E" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Goodwill</link:label>
    <link:label id="lab_us-gaap_GoodwillAndIntangibleAssetsGoodwillPolicy_2857D0194791758886AC871467A4B71E_label_en-US" xlink:label="lab_us-gaap_GoodwillAndIntangibleAssetsGoodwillPolicy_2857D0194791758886AC871467A4B71E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Goodwill and Intangible Assets, Goodwill, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_GoodwillAndIntangibleAssetsGoodwillPolicy" xlink:label="loc_us-gaap_GoodwillAndIntangibleAssetsGoodwillPolicy_2857D0194791758886AC871467A4B71E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_GoodwillAndIntangibleAssetsGoodwillPolicy_2857D0194791758886AC871467A4B71E" xlink:to="lab_us-gaap_GoodwillAndIntangibleAssetsGoodwillPolicy_2857D0194791758886AC871467A4B71E" xlink:type="arc" />
    <link:label id="lab_us-gaap_GoodwillAndIntangibleAssetsPolicyTextBlock_0B1781839AE4C4D01968871467A4351B_verboseLabel_en-US" xlink:label="lab_us-gaap_GoodwillAndIntangibleAssetsPolicyTextBlock_0B1781839AE4C4D01968871467A4351B" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Intangible Assets, Net</link:label>
    <link:label id="lab_us-gaap_GoodwillAndIntangibleAssetsPolicyTextBlock_0B1781839AE4C4D01968871467A4351B_label_en-US" xlink:label="lab_us-gaap_GoodwillAndIntangibleAssetsPolicyTextBlock_0B1781839AE4C4D01968871467A4351B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Goodwill and Intangible Assets, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_GoodwillAndIntangibleAssetsPolicyTextBlock" xlink:label="loc_us-gaap_GoodwillAndIntangibleAssetsPolicyTextBlock_0B1781839AE4C4D01968871467A4351B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_GoodwillAndIntangibleAssetsPolicyTextBlock_0B1781839AE4C4D01968871467A4351B" xlink:to="lab_us-gaap_GoodwillAndIntangibleAssetsPolicyTextBlock_0B1781839AE4C4D01968871467A4351B" xlink:type="arc" />
    <link:label id="lab_us-gaap_ImpairmentOrDisposalOfLongLivedAssetsPolicyTextBlock_2C4411BA4975BFC3D9B2871467A434B0_verboseLabel_en-US" xlink:label="lab_us-gaap_ImpairmentOrDisposalOfLongLivedAssetsPolicyTextBlock_2C4411BA4975BFC3D9B2871467A434B0" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Impairment of Long-Lived Assets</link:label>
    <link:label id="lab_us-gaap_ImpairmentOrDisposalOfLongLivedAssetsPolicyTextBlock_2C4411BA4975BFC3D9B2871467A434B0_label_en-US" xlink:label="lab_us-gaap_ImpairmentOrDisposalOfLongLivedAssetsPolicyTextBlock_2C4411BA4975BFC3D9B2871467A434B0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Impairment or Disposal of Long-Lived Assets, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ImpairmentOrDisposalOfLongLivedAssetsPolicyTextBlock" xlink:label="loc_us-gaap_ImpairmentOrDisposalOfLongLivedAssetsPolicyTextBlock_2C4411BA4975BFC3D9B2871467A434B0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ImpairmentOrDisposalOfLongLivedAssetsPolicyTextBlock_2C4411BA4975BFC3D9B2871467A434B0" xlink:to="lab_us-gaap_ImpairmentOrDisposalOfLongLivedAssetsPolicyTextBlock_2C4411BA4975BFC3D9B2871467A434B0" xlink:type="arc" />
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentPolicyTextBlock_8FD19225BE793538314B871467A5E7FB_verboseLabel_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentPolicyTextBlock_8FD19225BE793538314B871467A5E7FB" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Property and Equipment, Net</link:label>
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentPolicyTextBlock_8FD19225BE793538314B871467A5E7FB_label_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentPolicyTextBlock_8FD19225BE793538314B871467A5E7FB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_PropertyPlantAndEquipmentPolicyTextBlock" xlink:label="loc_us-gaap_PropertyPlantAndEquipmentPolicyTextBlock_8FD19225BE793538314B871467A5E7FB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PropertyPlantAndEquipmentPolicyTextBlock_8FD19225BE793538314B871467A5E7FB" xlink:to="lab_us-gaap_PropertyPlantAndEquipmentPolicyTextBlock_8FD19225BE793538314B871467A5E7FB" xlink:type="arc" />
    <link:label id="lab_us-gaap_LiabilityReserveEstimatePolicy_772BC7E95ADC21503946871467A52CF0_verboseLabel_en-US" xlink:label="lab_us-gaap_LiabilityReserveEstimatePolicy_772BC7E95ADC21503946871467A52CF0" 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>
    <link:label id="lab_us-gaap_LiabilityReserveEstimatePolicy_772BC7E95ADC21503946871467A52CF0_label_en-US" xlink:label="lab_us-gaap_LiabilityReserveEstimatePolicy_772BC7E95ADC21503946871467A52CF0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Liability Reserve Estimate, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LiabilityReserveEstimatePolicy" xlink:label="loc_us-gaap_LiabilityReserveEstimatePolicy_772BC7E95ADC21503946871467A52CF0" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DividendsPayableAmountPerShare_60C8E99159D93EF615FA27107048081D_verboseLabel_en-US" xlink:label="lab_us-gaap_DividendsPayableAmountPerShare_60C8E99159D93EF615FA27107048081D" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Dividends payable, per common share</link:label>
    <link:label id="lab_us-gaap_DividendsPayableAmountPerShare_60C8E99159D93EF615FA27107048081D_label_en-US" xlink:label="lab_us-gaap_DividendsPayableAmountPerShare_60C8E99159D93EF615FA27107048081D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Dividends Payable, Amount Per Share</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DividendsPayableAmountPerShare" xlink:label="loc_us-gaap_DividendsPayableAmountPerShare_60C8E99159D93EF615FA27107048081D" xlink:type="locator" />
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    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_F70E8D31D9626C0A1934271070486AD5_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_F70E8D31D9626C0A1934271070486AD5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of awards granted</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_F70E8D31D9626C0A1934271070486AD5_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_F70E8D31D9626C0A1934271070486AD5" 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, Grants in Period</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_F70E8D31D9626C0A1934271070486AD5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_F70E8D31D9626C0A1934271070486AD5" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_F70E8D31D9626C0A1934271070486AD5" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue_3577094A10D023179645271070496904_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue_3577094A10D023179645271070496904" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair value on grant date</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue_3577094A10D023179645271070496904_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue_3577094A10D023179645271070496904" 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, Grants in Period, Weighted Average Grant Date Fair Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue_3577094A10D023179645271070496904" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue_3577094A10D023179645271070496904" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue_3577094A10D023179645271070496904" xlink:type="arc" />
    <link:label id="lab_us-gaap_CededCreditRiskTable_8D4826C20ACFA2CD115FC7E952D9DCAA_terseLabel_en-US" xlink:label="lab_us-gaap_CededCreditRiskTable_8D4826C20ACFA2CD115FC7E952D9DCAA" 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_8D4826C20ACFA2CD115FC7E952D9DCAA_label_en-US" xlink:label="lab_us-gaap_CededCreditRiskTable_8D4826C20ACFA2CD115FC7E952D9DCAA" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_CededCreditRiskTable" xlink:label="loc_us-gaap_CededCreditRiskTable_8D4826C20ACFA2CD115FC7E952D9DCAA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CededCreditRiskTable_8D4826C20ACFA2CD115FC7E952D9DCAA" xlink:to="lab_us-gaap_CededCreditRiskTable_8D4826C20ACFA2CD115FC7E952D9DCAA" xlink:type="arc" />
    <link:label id="lab_us-gaap_CededCreditRiskAxis_31D64A65E0F6C6C10766C7E952D96116_terseLabel_en-US" xlink:label="lab_us-gaap_CededCreditRiskAxis_31D64A65E0F6C6C10766C7E952D96116" 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_31D64A65E0F6C6C10766C7E952D96116_label_en-US" xlink:label="lab_us-gaap_CededCreditRiskAxis_31D64A65E0F6C6C10766C7E952D96116" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_CededCreditRiskAxis" xlink:label="loc_us-gaap_CededCreditRiskAxis_31D64A65E0F6C6C10766C7E952D96116" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CededCreditRiskAxis_31D64A65E0F6C6C10766C7E952D96116" xlink:to="lab_us-gaap_CededCreditRiskAxis_31D64A65E0F6C6C10766C7E952D96116" xlink:type="arc" />
    <link:label id="lab_us-gaap_CededCreditRiskReinsurerDomain_06E1EDA1BCDFAF2DAF1DC7E952DA7517_terseLabel_en-US" xlink:label="lab_us-gaap_CededCreditRiskReinsurerDomain_06E1EDA1BCDFAF2DAF1DC7E952DA7517" 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_06E1EDA1BCDFAF2DAF1DC7E952DA7517_label_en-US" xlink:label="lab_us-gaap_CededCreditRiskReinsurerDomain_06E1EDA1BCDFAF2DAF1DC7E952DA7517" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_CededCreditRiskReinsurerDomain" xlink:label="loc_us-gaap_CededCreditRiskReinsurerDomain_06E1EDA1BCDFAF2DAF1DC7E952DA7517" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CededCreditRiskReinsurerDomain_06E1EDA1BCDFAF2DAF1DC7E952DA7517" xlink:to="lab_us-gaap_CededCreditRiskReinsurerDomain_06E1EDA1BCDFAF2DAF1DC7E952DA7517" xlink:type="arc" />
    <link:label id="lab_jrvr_CreditRiskReinsurerOneMember_E615C9CEF17ADBDBE3B4C7E952DAC0E2_verboseLabel_en-US" xlink:label="lab_jrvr_CreditRiskReinsurerOneMember_E615C9CEF17ADBDBE3B4C7E952DAC0E2" 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_E615C9CEF17ADBDBE3B4C7E952DAC0E2_label_en-US" xlink:label="lab_jrvr_CreditRiskReinsurerOneMember_E615C9CEF17ADBDBE3B4C7E952DAC0E2" 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_E615C9CEF17ADBDBE3B4C7E952DAC0E2_documentation_en-US" xlink:label="lab_jrvr_CreditRiskReinsurerOneMember_E615C9CEF17ADBDBE3B4C7E952DAC0E2" 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-20191231.xsd#jrvr_CreditRiskReinsurerOneMember" xlink:label="loc_jrvr_CreditRiskReinsurerOneMember_E615C9CEF17ADBDBE3B4C7E952DAC0E2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_CreditRiskReinsurerOneMember_E615C9CEF17ADBDBE3B4C7E952DAC0E2" xlink:to="lab_jrvr_CreditRiskReinsurerOneMember_E615C9CEF17ADBDBE3B4C7E952DAC0E2" xlink:type="arc" />
    <link:label id="lab_jrvr_CreditRiskReinsurerTwoMember_408B93095D10CE83F796C7E952DA66F8_verboseLabel_en-US" xlink:label="lab_jrvr_CreditRiskReinsurerTwoMember_408B93095D10CE83F796C7E952DA66F8" 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_408B93095D10CE83F796C7E952DA66F8_label_en-US" xlink:label="lab_jrvr_CreditRiskReinsurerTwoMember_408B93095D10CE83F796C7E952DA66F8" 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_408B93095D10CE83F796C7E952DA66F8_documentation_en-US" xlink:label="lab_jrvr_CreditRiskReinsurerTwoMember_408B93095D10CE83F796C7E952DA66F8" 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-20191231.xsd#jrvr_CreditRiskReinsurerTwoMember" xlink:label="loc_jrvr_CreditRiskReinsurerTwoMember_408B93095D10CE83F796C7E952DA66F8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_CreditRiskReinsurerTwoMember_408B93095D10CE83F796C7E952DA66F8" xlink:to="lab_jrvr_CreditRiskReinsurerTwoMember_408B93095D10CE83F796C7E952DA66F8" xlink:type="arc" />
    <link:label id="lab_jrvr_CreditRiskReinsurerThreeMember_BBDAD33AAC055862AEE0C7E952DA3874_verboseLabel_en-US" xlink:label="lab_jrvr_CreditRiskReinsurerThreeMember_BBDAD33AAC055862AEE0C7E952DA3874" 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_BBDAD33AAC055862AEE0C7E952DA3874_label_en-US" xlink:label="lab_jrvr_CreditRiskReinsurerThreeMember_BBDAD33AAC055862AEE0C7E952DA3874" 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_BBDAD33AAC055862AEE0C7E952DA3874_documentation_en-US" xlink:label="lab_jrvr_CreditRiskReinsurerThreeMember_BBDAD33AAC055862AEE0C7E952DA3874" 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-20191231.xsd#jrvr_CreditRiskReinsurerThreeMember" xlink:label="loc_jrvr_CreditRiskReinsurerThreeMember_BBDAD33AAC055862AEE0C7E952DA3874" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_CreditRiskReinsurerThreeMember_BBDAD33AAC055862AEE0C7E952DA3874" xlink:to="lab_jrvr_CreditRiskReinsurerThreeMember_BBDAD33AAC055862AEE0C7E952DA3874" xlink:type="arc" />
    <link:label id="lab_us-gaap_CededCreditRiskLineItems_36798C2657BC40138CDDC7E952DB9D43_terseLabel_en-US" xlink:label="lab_us-gaap_CededCreditRiskLineItems_36798C2657BC40138CDDC7E952DB9D43" 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_36798C2657BC40138CDDC7E952DB9D43_label_en-US" xlink:label="lab_us-gaap_CededCreditRiskLineItems_36798C2657BC40138CDDC7E952DB9D43" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_CededCreditRiskLineItems" xlink:label="loc_us-gaap_CededCreditRiskLineItems_36798C2657BC40138CDDC7E952DB9D43" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CededCreditRiskLineItems_36798C2657BC40138CDDC7E952DB9D43" xlink:to="lab_us-gaap_CededCreditRiskLineItems_36798C2657BC40138CDDC7E952DB9D43" xlink:type="arc" />
    <link:label id="lab_jrvr_ReinsuranceRecoverablesOnUnpaidLossesPercentageOfTotalBalance_F5557BECC6314D76956EC7E952DB633D_verboseLabel_en-US" xlink:label="lab_jrvr_ReinsuranceRecoverablesOnUnpaidLossesPercentageOfTotalBalance_F5557BECC6314D76956EC7E952DB633D" 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_F5557BECC6314D76956EC7E952DB633D_label_en-US" xlink:label="lab_jrvr_ReinsuranceRecoverablesOnUnpaidLossesPercentageOfTotalBalance_F5557BECC6314D76956EC7E952DB633D" 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_F5557BECC6314D76956EC7E952DB633D_documentation_en-US" xlink:label="lab_jrvr_ReinsuranceRecoverablesOnUnpaidLossesPercentageOfTotalBalance_F5557BECC6314D76956EC7E952DB633D" 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-20191231.xsd#jrvr_ReinsuranceRecoverablesOnUnpaidLossesPercentageOfTotalBalance" xlink:label="loc_jrvr_ReinsuranceRecoverablesOnUnpaidLossesPercentageOfTotalBalance_F5557BECC6314D76956EC7E952DB633D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ReinsuranceRecoverablesOnUnpaidLossesPercentageOfTotalBalance_F5557BECC6314D76956EC7E952DB633D" xlink:to="lab_jrvr_ReinsuranceRecoverablesOnUnpaidLossesPercentageOfTotalBalance_F5557BECC6314D76956EC7E952DB633D" xlink:type="arc" />
    <link:label id="lab_us-gaap_PrepaidReinsurancePremiums_CD986390BA8088F467EEC7E952DC4209_terseLabel_en-US" xlink:label="lab_us-gaap_PrepaidReinsurancePremiums_CD986390BA8088F467EEC7E952DC4209" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_PrepaidReinsurancePremiums" xlink:label="loc_us-gaap_PrepaidReinsurancePremiums_CD986390BA8088F467EEC7E952DC4209" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PrepaidReinsurancePremiums_CD986390BA8088F467EEC7E952DC4209" xlink:to="lab_us-gaap_PrepaidReinsurancePremiums_CD986390BA8088F467EEC7E952DC4209" xlink:type="arc" />
    <link:label id="lab_jrvr_PrepaidReinsurancePremiumsCededPercentageOfTotalBalance_966217C6A497F43FC078C7E952DC0F47_verboseLabel_en-US" xlink:label="lab_jrvr_PrepaidReinsurancePremiumsCededPercentageOfTotalBalance_966217C6A497F43FC078C7E952DC0F47" 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_966217C6A497F43FC078C7E952DC0F47_label_en-US" xlink:label="lab_jrvr_PrepaidReinsurancePremiumsCededPercentageOfTotalBalance_966217C6A497F43FC078C7E952DC0F47" 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_966217C6A497F43FC078C7E952DC0F47_documentation_en-US" xlink:label="lab_jrvr_PrepaidReinsurancePremiumsCededPercentageOfTotalBalance_966217C6A497F43FC078C7E952DC0F47" 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-20191231.xsd#jrvr_PrepaidReinsurancePremiumsCededPercentageOfTotalBalance" xlink:label="loc_jrvr_PrepaidReinsurancePremiumsCededPercentageOfTotalBalance_966217C6A497F43FC078C7E952DC0F47" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_PrepaidReinsurancePremiumsCededPercentageOfTotalBalance_966217C6A497F43FC078C7E952DC0F47" xlink:to="lab_jrvr_PrepaidReinsurancePremiumsCededPercentageOfTotalBalance_966217C6A497F43FC078C7E952DC0F47" xlink:type="arc" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearFour" xlink:label="loc_us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearFour_958BAE1CEA01C71C25C1C3E72C94B0C3" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_CreditFacilityAxis" xlink:label="loc_us-gaap_CreditFacilityAxis_CC7660E145BCF18592C9871464719D15" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CreditFacilityAxis_CC7660E145BCF18592C9871464719D15" xlink:to="lab_us-gaap_CreditFacilityAxis_CC7660E145BCF18592C9871464719D15" xlink:type="arc" />
    <link:label id="lab_us-gaap_CreditFacilityDomain_FDE19E3FE3C1DBC525AA871464724B1E_terseLabel_en-US" xlink:label="lab_us-gaap_CreditFacilityDomain_FDE19E3FE3C1DBC525AA871464724B1E" 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_FDE19E3FE3C1DBC525AA871464724B1E_label_en-US" xlink:label="lab_us-gaap_CreditFacilityDomain_FDE19E3FE3C1DBC525AA871464724B1E" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_CreditFacilityDomain" xlink:label="loc_us-gaap_CreditFacilityDomain_FDE19E3FE3C1DBC525AA871464724B1E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CreditFacilityDomain_FDE19E3FE3C1DBC525AA871464724B1E" xlink:to="lab_us-gaap_CreditFacilityDomain_FDE19E3FE3C1DBC525AA871464724B1E" xlink:type="arc" />
    <link:label id="lab_jrvr_LetterOfCredit75MillionMember_1F304E59C8178F5DE9BA87179F2F3399_verboseLabel_en-US" xlink:label="lab_jrvr_LetterOfCredit75MillionMember_1F304E59C8178F5DE9BA87179F2F3399" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Letter of credit 75 million</link:label>
    <link:label id="lab_jrvr_LetterOfCredit75MillionMember_1F304E59C8178F5DE9BA87179F2F3399_label_en-US" xlink:label="lab_jrvr_LetterOfCredit75MillionMember_1F304E59C8178F5DE9BA87179F2F3399" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Letter Of Credit 75 Million [Member]</link:label>
    <link:label id="lab_jrvr_LetterOfCredit75MillionMember_1F304E59C8178F5DE9BA87179F2F3399_documentation_en-US" xlink:label="lab_jrvr_LetterOfCredit75MillionMember_1F304E59C8178F5DE9BA87179F2F3399" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Letter Of Credit 75 Million [Member]</link:label>
    <link:loc xlink:href="jrvr-20191231.xsd#jrvr_LetterOfCredit75MillionMember" xlink:label="loc_jrvr_LetterOfCredit75MillionMember_1F304E59C8178F5DE9BA87179F2F3399" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_LetterOfCredit75MillionMember_1F304E59C8178F5DE9BA87179F2F3399" xlink:to="lab_jrvr_LetterOfCredit75MillionMember_1F304E59C8178F5DE9BA87179F2F3399" xlink:type="arc" />
    <link:label id="lab_jrvr_A2013FacilityMember_26A6A0B5AC77EB7FC490871464724085_verboseLabel_en-US" xlink:label="lab_jrvr_A2013FacilityMember_26A6A0B5AC77EB7FC490871464724085" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">2013 Facility</link:label>
    <link:label id="lab_jrvr_A2013FacilityMember_26A6A0B5AC77EB7FC490871464724085_label_en-US" xlink:label="lab_jrvr_A2013FacilityMember_26A6A0B5AC77EB7FC490871464724085" 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_26A6A0B5AC77EB7FC490871464724085_documentation_en-US" xlink:label="lab_jrvr_A2013FacilityMember_26A6A0B5AC77EB7FC490871464724085" 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>
    <link:loc xlink:href="jrvr-20191231.xsd#jrvr_A2013FacilityMember" xlink:label="loc_jrvr_A2013FacilityMember_26A6A0B5AC77EB7FC490871464724085" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_A2013FacilityMember_26A6A0B5AC77EB7FC490871464724085" xlink:to="lab_jrvr_A2013FacilityMember_26A6A0B5AC77EB7FC490871464724085" xlink:type="arc" />
    <link:label id="lab_jrvr_A2017FacilityMember_E6FADF80C4FE1467F979871464724ECA_terseLabel_en-US" xlink:label="lab_jrvr_A2017FacilityMember_E6FADF80C4FE1467F979871464724ECA" 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_E6FADF80C4FE1467F979871464724ECA_label_en-US" xlink:label="lab_jrvr_A2017FacilityMember_E6FADF80C4FE1467F979871464724ECA" 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_E6FADF80C4FE1467F979871464724ECA_documentation_en-US" xlink:label="lab_jrvr_A2017FacilityMember_E6FADF80C4FE1467F979871464724ECA" 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-20191231.xsd#jrvr_A2017FacilityMember" xlink:label="loc_jrvr_A2017FacilityMember_E6FADF80C4FE1467F979871464724ECA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_A2017FacilityMember_E6FADF80C4FE1467F979871464724ECA" xlink:to="lab_jrvr_A2017FacilityMember_E6FADF80C4FE1467F979871464724ECA" xlink:type="arc" />
    <link:label id="lab_jrvr_ContingentLiabilitiesLineItems_8EC99268F5127B6D9A6787146472D95F_terseLabel_en-US" xlink:label="lab_jrvr_ContingentLiabilitiesLineItems_8EC99268F5127B6D9A6787146472D95F" 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_8EC99268F5127B6D9A6787146472D95F_label_en-US" xlink:label="lab_jrvr_ContingentLiabilitiesLineItems_8EC99268F5127B6D9A6787146472D95F" 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_8EC99268F5127B6D9A6787146472D95F_documentation_en-US" xlink:label="lab_jrvr_ContingentLiabilitiesLineItems_8EC99268F5127B6D9A6787146472D95F" 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-20191231.xsd#jrvr_ContingentLiabilitiesLineItems" xlink:label="loc_jrvr_ContingentLiabilitiesLineItems_8EC99268F5127B6D9A6787146472D95F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ContingentLiabilitiesLineItems_8EC99268F5127B6D9A6787146472D95F" xlink:to="lab_jrvr_ContingentLiabilitiesLineItems_8EC99268F5127B6D9A6787146472D95F" xlink:type="arc" />
    <link:label id="lab_jrvr_NumberofLetterofCreditFacilities_F5124D50901FFFE30E11871464734F1C_terseLabel_en-US" xlink:label="lab_jrvr_NumberofLetterofCreditFacilities_F5124D50901FFFE30E11871464734F1C" 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_F5124D50901FFFE30E11871464734F1C_label_en-US" xlink:label="lab_jrvr_NumberofLetterofCreditFacilities_F5124D50901FFFE30E11871464734F1C" 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_F5124D50901FFFE30E11871464734F1C_documentation_en-US" xlink:label="lab_jrvr_NumberofLetterofCreditFacilities_F5124D50901FFFE30E11871464734F1C" 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-20191231.xsd#jrvr_NumberofLetterofCreditFacilities" xlink:label="loc_jrvr_NumberofLetterofCreditFacilities_F5124D50901FFFE30E11871464734F1C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_NumberofLetterofCreditFacilities_F5124D50901FFFE30E11871464734F1C" xlink:to="lab_jrvr_NumberofLetterofCreditFacilities_F5124D50901FFFE30E11871464734F1C" xlink:type="arc" />
    <link:label id="lab_jrvr_LetterOfCreditFacilityAmount_2A6E16B10955B00DDFE9871464736419_verboseLabel_en-US" xlink:label="lab_jrvr_LetterOfCreditFacilityAmount_2A6E16B10955B00DDFE9871464736419" 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_2A6E16B10955B00DDFE9871464736419_label_en-US" xlink:label="lab_jrvr_LetterOfCreditFacilityAmount_2A6E16B10955B00DDFE9871464736419" 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_2A6E16B10955B00DDFE9871464736419_documentation_en-US" xlink:label="lab_jrvr_LetterOfCreditFacilityAmount_2A6E16B10955B00DDFE9871464736419" 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-20191231.xsd#jrvr_LetterOfCreditFacilityAmount" xlink:label="loc_jrvr_LetterOfCreditFacilityAmount_2A6E16B10955B00DDFE9871464736419" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_LetterOfCreditFacilityAmount_2A6E16B10955B00DDFE9871464736419" xlink:to="lab_jrvr_LetterOfCreditFacilityAmount_2A6E16B10955B00DDFE9871464736419" xlink:type="arc" />
    <link:label id="lab_us-gaap_LettersOfCreditOutstandingAmount_E2873096BA3E65C7A720871464732A4A_terseLabel_en-US" xlink:label="lab_us-gaap_LettersOfCreditOutstandingAmount_E2873096BA3E65C7A720871464732A4A" 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:label id="lab_us-gaap_LettersOfCreditOutstandingAmount_E2873096BA3E65C7A720871464732A4A_label_en-US" xlink:label="lab_us-gaap_LettersOfCreditOutstandingAmount_E2873096BA3E65C7A720871464732A4A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Letters of Credit Outstanding, Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LettersOfCreditOutstandingAmount" xlink:label="loc_us-gaap_LettersOfCreditOutstandingAmount_E2873096BA3E65C7A720871464732A4A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LettersOfCreditOutstandingAmount_E2873096BA3E65C7A720871464732A4A" xlink:to="lab_us-gaap_LettersOfCreditOutstandingAmount_E2873096BA3E65C7A720871464732A4A" xlink:type="arc" />
    <link:label id="lab_jrvr_AssetsDepositedForSecuringLettersOfCredit_CFB44B71AB8770D243ED87146473B73C_verboseLabel_en-US" xlink:label="lab_jrvr_AssetsDepositedForSecuringLettersOfCredit_CFB44B71AB8770D243ED87146473B73C" 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_CFB44B71AB8770D243ED87146473B73C_label_en-US" xlink:label="lab_jrvr_AssetsDepositedForSecuringLettersOfCredit_CFB44B71AB8770D243ED87146473B73C" 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_CFB44B71AB8770D243ED87146473B73C_documentation_en-US" xlink:label="lab_jrvr_AssetsDepositedForSecuringLettersOfCredit_CFB44B71AB8770D243ED87146473B73C" 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-20191231.xsd#jrvr_AssetsDepositedForSecuringLettersOfCredit" xlink:label="loc_jrvr_AssetsDepositedForSecuringLettersOfCredit_CFB44B71AB8770D243ED87146473B73C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_AssetsDepositedForSecuringLettersOfCredit_CFB44B71AB8770D243ED87146473B73C" xlink:to="lab_jrvr_AssetsDepositedForSecuringLettersOfCredit_CFB44B71AB8770D243ED87146473B73C" xlink:type="arc" />
    <link:label id="lab_us-gaap_AssetsHeldInTrust_FDA2104C2F041CE5105187146473813D_verboseLabel_en-US" xlink:label="lab_us-gaap_AssetsHeldInTrust_FDA2104C2F041CE5105187146473813D" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Total amount deposited in trust accounts</link:label>
    <link:label id="lab_us-gaap_AssetsHeldInTrust_FDA2104C2F041CE5105187146473813D_label_en-US" xlink:label="lab_us-gaap_AssetsHeldInTrust_FDA2104C2F041CE5105187146473813D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Assets Held-in-trust</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AssetsHeldInTrust" xlink:label="loc_us-gaap_AssetsHeldInTrust_FDA2104C2F041CE5105187146473813D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AssetsHeldInTrust_FDA2104C2F041CE5105187146473813D" xlink:to="lab_us-gaap_AssetsHeldInTrust_FDA2104C2F041CE5105187146473813D" xlink:type="arc" />
    <link:label id="lab_us-gaap_RestrictedCashEquivalents_2BDC1220550C2C846D7F879276047CFE_verboseLabel_en-US" xlink:label="lab_us-gaap_RestrictedCashEquivalents_2BDC1220550C2C846D7F879276047CFE" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Amount of collateral held</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_RestrictedCashEquivalents" xlink:label="loc_us-gaap_RestrictedCashEquivalents_2BDC1220550C2C846D7F879276047CFE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RestrictedCashEquivalents_2BDC1220550C2C846D7F879276047CFE" xlink:to="lab_us-gaap_RestrictedCashEquivalents_2BDC1220550C2C846D7F879276047CFE" xlink:type="arc" />
    <link:label id="lab_us-gaap_StockholdersEquityNoteDisclosureTextBlock_FEF768712EB5BDFB927EC7E9509BE7AE_verboseLabel_en-US" xlink:label="lab_us-gaap_StockholdersEquityNoteDisclosureTextBlock_FEF768712EB5BDFB927EC7E9509BE7AE" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Capital Stock</link:label>
    <link:label id="lab_us-gaap_StockholdersEquityNoteDisclosureTextBlock_FEF768712EB5BDFB927EC7E9509BE7AE_label_en-US" xlink:label="lab_us-gaap_StockholdersEquityNoteDisclosureTextBlock_FEF768712EB5BDFB927EC7E9509BE7AE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Stockholders' Equity Note Disclosure [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_StockholdersEquityNoteDisclosureTextBlock" xlink:label="loc_us-gaap_StockholdersEquityNoteDisclosureTextBlock_FEF768712EB5BDFB927EC7E9509BE7AE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockholdersEquityNoteDisclosureTextBlock_FEF768712EB5BDFB927EC7E9509BE7AE" xlink:to="lab_us-gaap_StockholdersEquityNoteDisclosureTextBlock_FEF768712EB5BDFB927EC7E9509BE7AE" xlink:type="arc" />
    <link:label id="lab_us-gaap_LiabilityForUnpaidClaimsAndClaimsAdjustmentExpenseNet_9EE9DE801642039EC4C4C7E950633D52_totalLabel_en-US" xlink:label="lab_us-gaap_LiabilityForUnpaidClaimsAndClaimsAdjustmentExpenseNet_9EE9DE801642039EC4C4C7E950633D52" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Net reserve for losses and loss adjustment expenses</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LiabilityForUnpaidClaimsAndClaimsAdjustmentExpenseNet" xlink:label="loc_us-gaap_LiabilityForUnpaidClaimsAndClaimsAdjustmentExpenseNet_9EE9DE801642039EC4C4C7E950633D52" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LiabilityForUnpaidClaimsAndClaimsAdjustmentExpenseNet_9EE9DE801642039EC4C4C7E950633D52" xlink:to="lab_us-gaap_LiabilityForUnpaidClaimsAndClaimsAdjustmentExpenseNet_9EE9DE801642039EC4C4C7E950633D52" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfPropertyPlantAndEquipmentTable_9DB3E624709A31DB71CB5B5226F24A91_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfPropertyPlantAndEquipmentTable_9DB3E624709A31DB71CB5B5226F24A91" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment [Table]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfPropertyPlantAndEquipmentTable_9DB3E624709A31DB71CB5B5226F24A91_label_en-US" xlink:label="lab_us-gaap_ScheduleOfPropertyPlantAndEquipmentTable_9DB3E624709A31DB71CB5B5226F24A91" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment [Table]</link:label>
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    <link:label id="lab_us-gaap_LineOfCreditFacilityLenderDomain_A390A005A67B8DAEE8FC83398003A316_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityLenderDomain_A390A005A67B8DAEE8FC83398003A316" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Line of Credit Facility, Lender [Domain]</link:label>
    <link:label id="lab_us-gaap_LineOfCreditFacilityLenderDomain_A390A005A67B8DAEE8FC83398003A316_label_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityLenderDomain_A390A005A67B8DAEE8FC83398003A316" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line of Credit Facility, Lender [Domain]</link:label>
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    <link:label id="lab_jrvr_JrgReMember_0ADF8986BF3059E9119283398003D0AA_label_en-US" xlink:label="lab_jrvr_JrgReMember_0ADF8986BF3059E9119283398003D0AA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Jrg Re [Member]</link:label>
    <link:label id="lab_jrvr_JrgReMember_0ADF8986BF3059E9119283398003D0AA_documentation_en-US" xlink:label="lab_jrvr_JrgReMember_0ADF8986BF3059E9119283398003D0AA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information about JRG Re.</link:label>
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    <link:label id="lab_us-gaap_LineOfCreditFacilityLineItems_F35BD975DE7B46AF7239833980034F3F_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityLineItems_F35BD975DE7B46AF7239833980034F3F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Line of Credit Facility [Line Items]</link:label>
    <link:label id="lab_us-gaap_LineOfCreditFacilityLineItems_F35BD975DE7B46AF7239833980034F3F_label_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityLineItems_F35BD975DE7B46AF7239833980034F3F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line of Credit Facility [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LineOfCreditFacilityLineItems" xlink:label="loc_us-gaap_LineOfCreditFacilityLineItems_F35BD975DE7B46AF7239833980034F3F" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LineOfCreditFacilityCurrentBorrowingCapacity_15483F993D822380851083398004F077_label_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityCurrentBorrowingCapacity_15483F993D822380851083398004F077" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line of Credit Facility, Current Borrowing Capacity</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LineOfCreditFacilityCurrentBorrowingCapacity" xlink:label="loc_us-gaap_LineOfCreditFacilityCurrentBorrowingCapacity_15483F993D822380851083398004F077" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_D83C6AC0A7817C132445833980043CAE_positiveLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_D83C6AC0A7817C132445833980043CAE" xlink:role="http://www.xbrl.org/2003/role/positiveLabel" xlink:type="resource" xml:lang="en-US">Maximum borrowing capacity</link:label>
    <link:label id="lab_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_D83C6AC0A7817C132445833980043CAE_label_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_D83C6AC0A7817C132445833980043CAE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line of Credit Facility, Maximum Borrowing Capacity</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity" xlink:label="loc_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_D83C6AC0A7817C132445833980043CAE" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LettersOfCreditOutstandingAmount_AAFFD423009A8342DBC083398004C3E6_verboseLabel_en-US" xlink:label="lab_us-gaap_LettersOfCreditOutstandingAmount_AAFFD423009A8342DBC083398004C3E6" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Letters of credit outstanding</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LettersOfCreditOutstandingAmount" xlink:label="loc_us-gaap_LettersOfCreditOutstandingAmount_AAFFD423009A8342DBC083398004C3E6" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LongTermDebtPercentageBearingVariableInterestRate_B8E94127FED9C1ADF18083398004F48B_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtPercentageBearingVariableInterestRate_B8E94127FED9C1ADF18083398004F48B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Margin above LIBOR, percentage rate</link:label>
    <link:label id="lab_us-gaap_LongTermDebtPercentageBearingVariableInterestRate_B8E94127FED9C1ADF18083398004F48B_label_en-US" xlink:label="lab_us-gaap_LongTermDebtPercentageBearingVariableInterestRate_B8E94127FED9C1ADF18083398004F48B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt, Percentage Bearing Variable Interest, Percentage Rate</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LongTermDebtPercentageBearingVariableInterestRate" xlink:label="loc_us-gaap_LongTermDebtPercentageBearingVariableInterestRate_B8E94127FED9C1ADF18083398004F48B" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LineOfCredit_F953410B099608516A88833980047518_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCredit_F953410B099608516A88833980047518" 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_F953410B099608516A88833980047518_label_en-US" xlink:label="lab_us-gaap_LineOfCredit_F953410B099608516A88833980047518" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Line of Credit</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LineOfCredit" xlink:label="loc_us-gaap_LineOfCredit_F953410B099608516A88833980047518" xlink:type="locator" />
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    <link:label id="lab_jrvr_CommitmentToLend_E1930E5691B15F3B1A5C83398005F186_terseLabel_en-US" xlink:label="lab_jrvr_CommitmentToLend_E1930E5691B15F3B1A5C83398005F186" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Commitment to lend</link:label>
    <link:label id="lab_jrvr_CommitmentToLend_E1930E5691B15F3B1A5C83398005F186_label_en-US" xlink:label="lab_jrvr_CommitmentToLend_E1930E5691B15F3B1A5C83398005F186" 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_E1930E5691B15F3B1A5C83398005F186_documentation_en-US" xlink:label="lab_jrvr_CommitmentToLend_E1930E5691B15F3B1A5C83398005F186" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents amount commitment to lend.</link:label>
    <link:loc xlink:href="jrvr-20191231.xsd#jrvr_CommitmentToLend" xlink:label="loc_jrvr_CommitmentToLend_E1930E5691B15F3B1A5C83398005F186" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DebtInstrumentFaceAmount_AA7CD27B9453739213FD83398005277E_verboseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentFaceAmount_AA7CD27B9453739213FD83398005277E" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Principal amount of Senior Debt</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DebtInstrumentFaceAmount" xlink:label="loc_us-gaap_DebtInstrumentFaceAmount_AA7CD27B9453739213FD83398005277E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentFaceAmount_AA7CD27B9453739213FD83398005277E" xlink:to="lab_us-gaap_DebtInstrumentFaceAmount_AA7CD27B9453739213FD83398005277E" xlink:type="arc" />
    <link:label id="lab_jrvr_StatutoryMattersTextBlock_A96546837609B62D410DC7E94EC852E5_verboseLabel_en-US" xlink:label="lab_jrvr_StatutoryMattersTextBlock_A96546837609B62D410DC7E94EC852E5" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Statutory Matters</link:label>
    <link:label id="lab_jrvr_StatutoryMattersTextBlock_A96546837609B62D410DC7E94EC852E5_label_en-US" xlink:label="lab_jrvr_StatutoryMattersTextBlock_A96546837609B62D410DC7E94EC852E5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Statutory Matters [Text Block]</link:label>
    <link:label id="lab_jrvr_StatutoryMattersTextBlock_A96546837609B62D410DC7E94EC852E5_documentation_en-US" xlink:label="lab_jrvr_StatutoryMattersTextBlock_A96546837609B62D410DC7E94EC852E5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">The entire disclosure represents information regarding insurance statutory matters.</link:label>
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    <link:label id="lab_us-gaap_DeferredTaxAssetsNetAbstract_D325E47ACDD5861163895B52249B99A3_verboseLabel_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsNetAbstract_D325E47ACDD5861163895B52249B99A3" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Deferred tax assets:</link:label>
    <link:label id="lab_us-gaap_DeferredTaxAssetsNetAbstract_D325E47ACDD5861163895B52249B99A3_label_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsNetAbstract_D325E47ACDD5861163895B52249B99A3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Net [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DeferredTaxAssetsNetAbstract" xlink:label="loc_us-gaap_DeferredTaxAssetsNetAbstract_D325E47ACDD5861163895B52249B99A3" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DeferredTaxAssetsTaxDeferredExpenseCompensationAndBenefitsEmployeeCompensation_22993057F857A4D89F285B52249BEFEB_verboseLabel_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsTaxDeferredExpenseCompensationAndBenefitsEmployeeCompensation_22993057F857A4D89F285B52249BEFEB" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Accrued compensation expenses</link:label>
    <link:label id="lab_us-gaap_DeferredTaxAssetsTaxDeferredExpenseCompensationAndBenefitsEmployeeCompensation_22993057F857A4D89F285B52249BEFEB_label_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsTaxDeferredExpenseCompensationAndBenefitsEmployeeCompensation_22993057F857A4D89F285B52249BEFEB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Tax Assets, Tax Deferred Expense, Compensation and Benefits, Employee Compensation</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DeferredTaxAssetsTaxDeferredExpenseCompensationAndBenefitsEmployeeCompensation" xlink:label="loc_us-gaap_DeferredTaxAssetsTaxDeferredExpenseCompensationAndBenefitsEmployeeCompensation_22993057F857A4D89F285B52249BEFEB" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DeferredTaxAssetsTaxDeferredExpenseReservesAndAccrualsLossReserves" xlink:label="loc_us-gaap_DeferredTaxAssetsTaxDeferredExpenseReservesAndAccrualsLossReserves_A3EDE749C1C8CCC83EED5B52249B5B9E" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_FairValueBalanceSheetGroupingFinancialStatementCaptionsLineItems" xlink:label="loc_us-gaap_FairValueBalanceSheetGroupingFinancialStatementCaptionsLineItems_27D87116080ECE902AB35B522346AF07" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_EquitySecuritiesFvNiAndWithoutReadilyDeterminableFairValueAbstract" xlink:label="loc_us-gaap_EquitySecuritiesFvNiAndWithoutReadilyDeterminableFairValueAbstract_B839674D3DDD9B646AC5271071104E8E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EquitySecuritiesFvNiAndWithoutReadilyDeterminableFairValueAbstract_B839674D3DDD9B646AC5271071104E8E" xlink:to="lab_us-gaap_EquitySecuritiesFvNiAndWithoutReadilyDeterminableFairValueAbstract_B839674D3DDD9B646AC5271071104E8E" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShortTermInvestments_2ED2AA2348F2F165F40E2710711122D2_terseLabel_en-US" xlink:label="lab_us-gaap_ShortTermInvestments_2ED2AA2348F2F165F40E2710711122D2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Short-term investments</link:label>
    <link:label id="lab_us-gaap_ShortTermInvestments_2ED2AA2348F2F165F40E2710711122D2_label_en-US" xlink:label="lab_us-gaap_ShortTermInvestments_2ED2AA2348F2F165F40E2710711122D2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Short-term Investments</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ShortTermInvestments" xlink:label="loc_us-gaap_ShortTermInvestments_2ED2AA2348F2F165F40E2710711122D2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShortTermInvestments_2ED2AA2348F2F165F40E2710711122D2" xlink:to="lab_us-gaap_ShortTermInvestments_2ED2AA2348F2F165F40E2710711122D2" xlink:type="arc" />
    <link:label id="lab_jrvr_OutstandingLossesAndLossAdjustmentExpensesAssumedFromInvoluntaryWorkersCompensationPools_8405916A6F6BA238F29B8714667795DF_terseLabel_en-US" xlink:label="lab_jrvr_OutstandingLossesAndLossAdjustmentExpensesAssumedFromInvoluntaryWorkersCompensationPools_8405916A6F6BA238F29B8714667795DF" 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_8405916A6F6BA238F29B8714667795DF_label_en-US" xlink:label="lab_jrvr_OutstandingLossesAndLossAdjustmentExpensesAssumedFromInvoluntaryWorkersCompensationPools_8405916A6F6BA238F29B8714667795DF" 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_8405916A6F6BA238F29B8714667795DF_documentation_en-US" xlink:label="lab_jrvr_OutstandingLossesAndLossAdjustmentExpensesAssumedFromInvoluntaryWorkersCompensationPools_8405916A6F6BA238F29B8714667795DF" 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-20191231.xsd#jrvr_OutstandingLossesAndLossAdjustmentExpensesAssumedFromInvoluntaryWorkersCompensationPools" xlink:label="loc_jrvr_OutstandingLossesAndLossAdjustmentExpensesAssumedFromInvoluntaryWorkersCompensationPools_8405916A6F6BA238F29B8714667795DF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_OutstandingLossesAndLossAdjustmentExpensesAssumedFromInvoluntaryWorkersCompensationPools_8405916A6F6BA238F29B8714667795DF" xlink:to="lab_jrvr_OutstandingLossesAndLossAdjustmentExpensesAssumedFromInvoluntaryWorkersCompensationPools_8405916A6F6BA238F29B8714667795DF" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShortdurationInsuranceContractsNumberOfReportedClaims_9C64EF0F3D3B8817C85E8714667768AA_verboseLabel_en-US" xlink:label="lab_us-gaap_ShortdurationInsuranceContractsNumberOfReportedClaims_9C64EF0F3D3B8817C85E8714667768AA" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Claims outstanding</link:label>
    <link:label id="lab_us-gaap_ShortdurationInsuranceContractsNumberOfReportedClaims_9C64EF0F3D3B8817C85E8714667768AA_label_en-US" xlink:label="lab_us-gaap_ShortdurationInsuranceContractsNumberOfReportedClaims_9C64EF0F3D3B8817C85E8714667768AA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Short-duration Insurance Contract, Cumulative Number of Reported Claims</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ShortdurationInsuranceContractsNumberOfReportedClaims" xlink:label="loc_us-gaap_ShortdurationInsuranceContractsNumberOfReportedClaims_9C64EF0F3D3B8817C85E8714667768AA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShortdurationInsuranceContractsNumberOfReportedClaims_9C64EF0F3D3B8817C85E8714667768AA" xlink:to="lab_us-gaap_ShortdurationInsuranceContractsNumberOfReportedClaims_9C64EF0F3D3B8817C85E8714667768AA" xlink:type="arc" />
    <link:label id="lab_us-gaap_RelatedPartyTransactionsDisclosureTextBlock_DC43FA606278E8BC2E57C7E95354168F_verboseLabel_en-US" xlink:label="lab_us-gaap_RelatedPartyTransactionsDisclosureTextBlock_DC43FA606278E8BC2E57C7E95354168F" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Other Related Party Transactions</link:label>
    <link:label id="lab_us-gaap_RelatedPartyTransactionsDisclosureTextBlock_DC43FA606278E8BC2E57C7E95354168F_label_en-US" xlink:label="lab_us-gaap_RelatedPartyTransactionsDisclosureTextBlock_DC43FA606278E8BC2E57C7E95354168F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Related Party Transactions Disclosure [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_RelatedPartyTransactionsDisclosureTextBlock" xlink:label="loc_us-gaap_RelatedPartyTransactionsDisclosureTextBlock_DC43FA606278E8BC2E57C7E95354168F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RelatedPartyTransactionsDisclosureTextBlock_DC43FA606278E8BC2E57C7E95354168F" xlink:to="lab_us-gaap_RelatedPartyTransactionsDisclosureTextBlock_DC43FA606278E8BC2E57C7E95354168F" xlink:type="arc" />
    <link:label id="lab_us-gaap_DeferredPolicyAcquisitionCostsTableTextBlock_2F8E362662502F1789D6C7E9541014A5_verboseLabel_en-US" xlink:label="lab_us-gaap_DeferredPolicyAcquisitionCostsTableTextBlock_2F8E362662502F1789D6C7E9541014A5" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Schedule of deferred policy acquisition costs</link:label>
    <link:label id="lab_us-gaap_DeferredPolicyAcquisitionCostsTableTextBlock_2F8E362662502F1789D6C7E9541014A5_label_en-US" xlink:label="lab_us-gaap_DeferredPolicyAcquisitionCostsTableTextBlock_2F8E362662502F1789D6C7E9541014A5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Policy Acquisition Costs [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DeferredPolicyAcquisitionCostsTableTextBlock" xlink:label="loc_us-gaap_DeferredPolicyAcquisitionCostsTableTextBlock_2F8E362662502F1789D6C7E9541014A5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredPolicyAcquisitionCostsTableTextBlock_2F8E362662502F1789D6C7E9541014A5" xlink:to="lab_us-gaap_DeferredPolicyAcquisitionCostsTableTextBlock_2F8E362662502F1789D6C7E9541014A5" xlink:type="arc" />
    <link:label id="lab_jrvr_InvestmentInLlcMember_BE1433DBD269BF44F1687E781BA89182_terseLabel_en-US" xlink:label="lab_jrvr_InvestmentInLlcMember_BE1433DBD269BF44F1687E781BA89182" 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_BE1433DBD269BF44F1687E781BA89182_label_en-US" xlink:label="lab_jrvr_InvestmentInLlcMember_BE1433DBD269BF44F1687E781BA89182" 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_BE1433DBD269BF44F1687E781BA89182_documentation_en-US" xlink:label="lab_jrvr_InvestmentInLlcMember_BE1433DBD269BF44F1687E781BA89182" 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-20191231.xsd#jrvr_InvestmentInLlcMember" xlink:label="loc_jrvr_InvestmentInLlcMember_BE1433DBD269BF44F1687E781BA89182" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_InvestmentInLlcMember_BE1433DBD269BF44F1687E781BA89182" xlink:to="lab_jrvr_InvestmentInLlcMember_BE1433DBD269BF44F1687E781BA89182" xlink:type="arc" />
    <link:label id="lab_jrvr_RenewableEnergyLlcsMember_A2D8DD0F9B5B56D53AAF7E781BAA4C0C_verboseLabel_en-US" xlink:label="lab_jrvr_RenewableEnergyLlcsMember_A2D8DD0F9B5B56D53AAF7E781BAA4C0C" 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_A2D8DD0F9B5B56D53AAF7E781BAA4C0C_label_en-US" xlink:label="lab_jrvr_RenewableEnergyLlcsMember_A2D8DD0F9B5B56D53AAF7E781BAA4C0C" 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_A2D8DD0F9B5B56D53AAF7E781BAA4C0C_documentation_en-US" xlink:label="lab_jrvr_RenewableEnergyLlcsMember_A2D8DD0F9B5B56D53AAF7E781BAA4C0C" 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-20191231.xsd#jrvr_RenewableEnergyLlcsMember" xlink:label="loc_jrvr_RenewableEnergyLlcsMember_A2D8DD0F9B5B56D53AAF7E781BAA4C0C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_RenewableEnergyLlcsMember_A2D8DD0F9B5B56D53AAF7E781BAA4C0C" xlink:to="lab_jrvr_RenewableEnergyLlcsMember_A2D8DD0F9B5B56D53AAF7E781BAA4C0C" xlink:type="arc" />
    <link:label id="lab_jrvr_RenewableEnergyBridgeFinancingNotesMember_2316FFFF56A7E2A1A3197E781BAABE25_verboseLabel_en-US" xlink:label="lab_jrvr_RenewableEnergyBridgeFinancingNotesMember_2316FFFF56A7E2A1A3197E781BAABE25" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Renewable energy notes receivable</link:label>
    <link:loc xlink:href="jrvr-20191231.xsd#jrvr_RenewableEnergyBridgeFinancingNotesMember" xlink:label="loc_jrvr_RenewableEnergyBridgeFinancingNotesMember_2316FFFF56A7E2A1A3197E781BAABE25" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_RenewableEnergyBridgeFinancingNotesMember_2316FFFF56A7E2A1A3197E781BAABE25" xlink:to="lab_jrvr_RenewableEnergyBridgeFinancingNotesMember_2316FFFF56A7E2A1A3197E781BAABE25" xlink:type="arc" />
    <link:label id="lab_srt_PartnershipInterestMember_C99EF59436E5881D3ECA7E781BAA2061_verboseLabel_en-US" xlink:label="lab_srt_PartnershipInterestMember_C99EF59436E5881D3ECA7E781BAA2061" 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_C99EF59436E5881D3ECA7E781BAA2061_label_en-US" xlink:label="lab_srt_PartnershipInterestMember_C99EF59436E5881D3ECA7E781BAA2061" 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/2019/elts/srt-2019-01-31.xsd#srt_PartnershipInterestMember" xlink:label="loc_srt_PartnershipInterestMember_C99EF59436E5881D3ECA7E781BAA2061" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_PartnershipInterestMember_C99EF59436E5881D3ECA7E781BAA2061" xlink:to="lab_srt_PartnershipInterestMember_C99EF59436E5881D3ECA7E781BAA2061" xlink:type="arc" />
    <link:label id="lab_jrvr_BankHoldingCompaniesMember_17F86AF2FF8B74710FC27E781BABCC9C_verboseLabel_en-US" xlink:label="lab_jrvr_BankHoldingCompaniesMember_17F86AF2FF8B74710FC27E781BABCC9C" 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_17F86AF2FF8B74710FC27E781BABCC9C_label_en-US" xlink:label="lab_jrvr_BankHoldingCompaniesMember_17F86AF2FF8B74710FC27E781BABCC9C" 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_17F86AF2FF8B74710FC27E781BABCC9C_documentation_en-US" xlink:label="lab_jrvr_BankHoldingCompaniesMember_17F86AF2FF8B74710FC27E781BABCC9C" 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-20191231.xsd#jrvr_BankHoldingCompaniesMember" xlink:label="loc_jrvr_BankHoldingCompaniesMember_17F86AF2FF8B74710FC27E781BABCC9C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_BankHoldingCompaniesMember_17F86AF2FF8B74710FC27E781BABCC9C" xlink:to="lab_jrvr_BankHoldingCompaniesMember_17F86AF2FF8B74710FC27E781BABCC9C" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherInvestments_586926BFEE4619F61E807E781BAB35DD_terseLabel_en-US" xlink:label="lab_us-gaap_OtherInvestments_586926BFEE4619F61E807E781BAB35DD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Total other invested assets</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_OtherInvestments" xlink:label="loc_us-gaap_OtherInvestments_586926BFEE4619F61E807E781BAB35DD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherInvestments_586926BFEE4619F61E807E781BAB35DD" xlink:to="lab_us-gaap_OtherInvestments_586926BFEE4619F61E807E781BAB35DD" xlink:type="arc" />
    <link:label id="lab_us-gaap_EquityMethodInvestmentOwnershipPercentage_AAA1F17ADBA46E4969967E781BAB440A_terseLabel_en-US" xlink:label="lab_us-gaap_EquityMethodInvestmentOwnershipPercentage_AAA1F17ADBA46E4969967E781BAB440A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Ownership percentage</link:label>
    <link:label id="lab_us-gaap_EquityMethodInvestmentOwnershipPercentage_AAA1F17ADBA46E4969967E781BAB440A_label_en-US" xlink:label="lab_us-gaap_EquityMethodInvestmentOwnershipPercentage_AAA1F17ADBA46E4969967E781BAB440A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Equity Method Investment, Ownership Percentage</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_EquityMethodInvestmentOwnershipPercentage" xlink:label="loc_us-gaap_EquityMethodInvestmentOwnershipPercentage_AAA1F17ADBA46E4969967E781BAB440A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EquityMethodInvestmentOwnershipPercentage_AAA1F17ADBA46E4969967E781BAB440A" xlink:to="lab_us-gaap_EquityMethodInvestmentOwnershipPercentage_AAA1F17ADBA46E4969967E781BAB440A" xlink:type="arc" />
    <link:label id="lab_us-gaap_InvestmentInterestRate_BFC9001552F28BD6B55D7E781BACAB39_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentInterestRate_BFC9001552F28BD6B55D7E781BACAB39" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Investment interest rate</link:label>
    <link:label id="lab_us-gaap_InvestmentInterestRate_BFC9001552F28BD6B55D7E781BACAB39_label_en-US" xlink:label="lab_us-gaap_InvestmentInterestRate_BFC9001552F28BD6B55D7E781BACAB39" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investment Interest Rate</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_InvestmentInterestRate" xlink:label="loc_us-gaap_InvestmentInterestRate_BFC9001552F28BD6B55D7E781BACAB39" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentInterestRate_BFC9001552F28BD6B55D7E781BACAB39" xlink:to="lab_us-gaap_InvestmentInterestRate_BFC9001552F28BD6B55D7E781BACAB39" xlink:type="arc" />
    <link:label id="lab_us-gaap_EquityMethodInvestments_275370C4A015F510539A7E781BACA6A9_terseLabel_en-US" xlink:label="lab_us-gaap_EquityMethodInvestments_275370C4A015F510539A7E781BACA6A9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Carrying value of investments</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_EquityMethodInvestments" xlink:label="loc_us-gaap_EquityMethodInvestments_275370C4A015F510539A7E781BACA6A9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EquityMethodInvestments_275370C4A015F510539A7E781BACA6A9" xlink:to="lab_us-gaap_EquityMethodInvestments_275370C4A015F510539A7E781BACA6A9" xlink:type="arc" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_SupplementaryInsuranceInformationUnearnedPremiums" xlink:label="loc_us-gaap_SupplementaryInsuranceInformationUnearnedPremiums_28F8C754DF6AF80E72E9C7E9510EFFF5" xlink:type="locator" />
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    <link:label id="lab_jrvr_AccountingPoliciesLineItems_0DDC45CD6E86C33411CA7F63F561E578_documentation_en-US" xlink:label="lab_jrvr_AccountingPoliciesLineItems_0DDC45CD6E86C33411CA7F63F561E578" 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_0184E0B36A18A12A26097F63F561CBDC_terseLabel_en-US" xlink:label="lab_jrvr_NumberOfInsuranceCompanies_0184E0B36A18A12A26097F63F561CBDC" 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_0184E0B36A18A12A26097F63F561CBDC_documentation_en-US" xlink:label="lab_jrvr_NumberOfInsuranceCompanies_0184E0B36A18A12A26097F63F561CBDC" 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>
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    <link:label id="lab_jrvr_NumberOfParticipationBankLoansOnNonaccrualStatus_430B2115B94EDE0D15347F63F562F7B7_terseLabel_en-US" xlink:label="lab_jrvr_NumberOfParticipationBankLoansOnNonaccrualStatus_430B2115B94EDE0D15347F63F562F7B7" 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>
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    <link:label id="lab_jrvr_NumberOfParticipationBankLoansOnNonaccrualStatus_430B2115B94EDE0D15347F63F562F7B7_documentation_en-US" xlink:label="lab_jrvr_NumberOfParticipationBankLoansOnNonaccrualStatus_430B2115B94EDE0D15347F63F562F7B7" 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_AllowanceForDoubtfulAccountsReceivable_5B5ACBA45DEE0F439AD17F63F5626524_verboseLabel_en-US" xlink:label="lab_us-gaap_AllowanceForDoubtfulAccountsReceivable_5B5ACBA45DEE0F439AD17F63F5626524" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Allowance for doubtful accounts</link:label>
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    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentUsefulLife_DF58A33641FB12E9A80F7F63F5636EAD_verboseLabel_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentUsefulLife_DF58A33641FB12E9A80F7F63F5636EAD" 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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