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    <link:label id="lab_jrvr_NumberofImpairedFixedMaturitySecurities_4117FA251CA7E560424D4EE11A8A3384_terseLabel_en-US" xlink:label="lab_jrvr_NumberofImpairedFixedMaturitySecurities_4117FA251CA7E560424D4EE11A8A3384" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of impaired fixed maturities</link:label>
    <link:label id="lab_jrvr_NumberofImpairedFixedMaturitySecurities_4117FA251CA7E560424D4EE11A8A3384_label_en-US" xlink:label="lab_jrvr_NumberofImpairedFixedMaturitySecurities_4117FA251CA7E560424D4EE11A8A3384" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number of Impaired Fixed Maturity Securities</link:label>
    <link:label id="lab_jrvr_NumberofImpairedFixedMaturitySecurities_4117FA251CA7E560424D4EE11A8A3384_documentation_en-US" xlink:label="lab_jrvr_NumberofImpairedFixedMaturitySecurities_4117FA251CA7E560424D4EE11A8A3384" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Number of Impaired Fixed Maturity Securities</link:label>
    <link:loc xlink:href="jrvr-20190630.xsd#jrvr_NumberofImpairedFixedMaturitySecurities" xlink:label="loc_jrvr_NumberofImpairedFixedMaturitySecurities_4117FA251CA7E560424D4EE11A8A3384" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_NumberofImpairedFixedMaturitySecurities_4117FA251CA7E560424D4EE11A8A3384" xlink:to="lab_jrvr_NumberofImpairedFixedMaturitySecurities_4117FA251CA7E560424D4EE11A8A3384" xlink:type="arc" />
    <link:label id="lab_jrvr_NumberOfImpairedLoans_C885038F35CC60052E124EE11A8A1CB8_terseLabel_en-US" xlink:label="lab_jrvr_NumberOfImpairedLoans_C885038F35CC60052E124EE11A8A1CB8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of impaired loans</link:label>
    <link:label id="lab_jrvr_NumberOfImpairedLoans_C885038F35CC60052E124EE11A8A1CB8_label_en-US" xlink:label="lab_jrvr_NumberOfImpairedLoans_C885038F35CC60052E124EE11A8A1CB8" 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_C885038F35CC60052E124EE11A8A1CB8_documentation_en-US" xlink:label="lab_jrvr_NumberOfImpairedLoans_C885038F35CC60052E124EE11A8A1CB8" 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-20190630.xsd#jrvr_NumberOfImpairedLoans" xlink:label="loc_jrvr_NumberOfImpairedLoans_C885038F35CC60052E124EE11A8A1CB8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_NumberOfImpairedLoans_C885038F35CC60052E124EE11A8A1CB8" xlink:to="lab_jrvr_NumberOfImpairedLoans_C885038F35CC60052E124EE11A8A1CB8" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherThanTemporaryImpairmentLossDebtSecuritiesAvailableForSale_79E3F1EED7DE70B034074EE11A8A261C_terseLabel_en-US" xlink:label="lab_us-gaap_OtherThanTemporaryImpairmentLossDebtSecuritiesAvailableForSale_79E3F1EED7DE70B034074EE11A8A261C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Impairment losses</link:label>
    <link:label id="lab_us-gaap_OtherThanTemporaryImpairmentLossDebtSecuritiesAvailableForSale_79E3F1EED7DE70B034074EE11A8A261C_label_en-US" xlink:label="lab_us-gaap_OtherThanTemporaryImpairmentLossDebtSecuritiesAvailableForSale_79E3F1EED7DE70B034074EE11A8A261C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other-than-temporary Impairment Loss, Debt Securities, Available-for-sale</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_OtherThanTemporaryImpairmentLossDebtSecuritiesAvailableForSale" xlink:label="loc_us-gaap_OtherThanTemporaryImpairmentLossDebtSecuritiesAvailableForSale_79E3F1EED7DE70B034074EE11A8A261C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherThanTemporaryImpairmentLossDebtSecuritiesAvailableForSale_79E3F1EED7DE70B034074EE11A8A261C" xlink:to="lab_us-gaap_OtherThanTemporaryImpairmentLossDebtSecuritiesAvailableForSale_79E3F1EED7DE70B034074EE11A8A261C" xlink:type="arc" />
    <link:label id="lab_us-gaap_ImpairedFinancingReceivableWithRelatedAllowanceRecordedInvestment_2E1CFE51AD27897C69E34EEC1911527E_terseLabel_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableWithRelatedAllowanceRecordedInvestment_2E1CFE51AD27897C69E34EEC1911527E" 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_us-gaap_ImpairedFinancingReceivableWithRelatedAllowanceRecordedInvestment_2E1CFE51AD27897C69E34EEC1911527E_label_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableWithRelatedAllowanceRecordedInvestment_2E1CFE51AD27897C69E34EEC1911527E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Impaired Financing Receivable, with Related Allowance, Recorded Investment</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ImpairedFinancingReceivableWithRelatedAllowanceRecordedInvestment" xlink:label="loc_us-gaap_ImpairedFinancingReceivableWithRelatedAllowanceRecordedInvestment_2E1CFE51AD27897C69E34EEC1911527E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ImpairedFinancingReceivableWithRelatedAllowanceRecordedInvestment_2E1CFE51AD27897C69E34EEC1911527E" xlink:to="lab_us-gaap_ImpairedFinancingReceivableWithRelatedAllowanceRecordedInvestment_2E1CFE51AD27897C69E34EEC1911527E" xlink:type="arc" />
    <link:label id="lab_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_2669E0085EA58B7A3BD44EE11A8A5839_verboseLabel_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_2669E0085EA58B7A3BD44EE11A8A5839" 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_2669E0085EA58B7A3BD44EE11A8A5839_label_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_2669E0085EA58B7A3BD44EE11A8A5839" 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_2669E0085EA58B7A3BD44EE11A8A5839" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_2669E0085EA58B7A3BD44EE11A8A5839" xlink:to="lab_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_2669E0085EA58B7A3BD44EE11A8A5839" xlink:type="arc" />
    <link:label id="lab_us-gaap_ImpairedFinancingReceivableRelatedAllowance_E0FDB8FA9FD837B2B3954EE11A8A544B_verboseLabel_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableRelatedAllowance_E0FDB8FA9FD837B2B3954EE11A8A544B" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Allowance for credit losses on impaired loans</link:label>
    <link:label id="lab_us-gaap_ImpairedFinancingReceivableRelatedAllowance_E0FDB8FA9FD837B2B3954EE11A8A544B_label_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableRelatedAllowance_E0FDB8FA9FD837B2B3954EE11A8A544B" 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_E0FDB8FA9FD837B2B3954EE11A8A544B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ImpairedFinancingReceivableRelatedAllowance_E0FDB8FA9FD837B2B3954EE11A8A544B" xlink:to="lab_us-gaap_ImpairedFinancingReceivableRelatedAllowance_E0FDB8FA9FD837B2B3954EE11A8A544B" xlink:type="arc" />
    <link:label id="lab_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_FFAF5FFBD27FAA1BA11D4EE11A8A145F_verboseLabel_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_FFAF5FFBD27FAA1BA11D4EE11A8A145F" 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_FFAF5FFBD27FAA1BA11D4EE11A8A145F_label_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_FFAF5FFBD27FAA1BA11D4EE11A8A145F" 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_FFAF5FFBD27FAA1BA11D4EE11A8A145F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_FFAF5FFBD27FAA1BA11D4EE11A8A145F" xlink:to="lab_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_FFAF5FFBD27FAA1BA11D4EE11A8A145F" xlink:type="arc" />
    <link:label id="lab_jrvr_ImpairedFinancingReceivableInterestIncome_13B544BE79385B24E0284EE11A8A4F10_verboseLabel_en-US" xlink:label="lab_jrvr_ImpairedFinancingReceivableInterestIncome_13B544BE79385B24E0284EE11A8A4F10" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Investment income during period loans were impaired</link:label>
    <link:label id="lab_jrvr_ImpairedFinancingReceivableInterestIncome_13B544BE79385B24E0284EE11A8A4F10_label_en-US" xlink:label="lab_jrvr_ImpairedFinancingReceivableInterestIncome_13B544BE79385B24E0284EE11A8A4F10" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Impaired Financing Receivable Interest Income</link:label>
    <link:label id="lab_jrvr_ImpairedFinancingReceivableInterestIncome_13B544BE79385B24E0284EE11A8A4F10_documentation_en-US" xlink:label="lab_jrvr_ImpairedFinancingReceivableInterestIncome_13B544BE79385B24E0284EE11A8A4F10" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents amount of impaired financing receivable, interest income.</link:label>
    <link:loc xlink:href="jrvr-20190630.xsd#jrvr_ImpairedFinancingReceivableInterestIncome" xlink:label="loc_jrvr_ImpairedFinancingReceivableInterestIncome_13B544BE79385B24E0284EE11A8A4F10" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ImpairedFinancingReceivableInterestIncome_13B544BE79385B24E0284EE11A8A4F10" xlink:to="lab_jrvr_ImpairedFinancingReceivableInterestIncome_13B544BE79385B24E0284EE11A8A4F10" xlink:type="arc" />
    <link:label id="lab_jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans_E5A02AA948A0716304704EE11A8A6FE4_terseLabel_en-US" xlink:label="lab_jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans_E5A02AA948A0716304704EE11A8A6FE4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" 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_E5A02AA948A0716304704EE11A8A6FE4_label_en-US" xlink:label="lab_jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans_E5A02AA948A0716304704EE11A8A6FE4" 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_E5A02AA948A0716304704EE11A8A6FE4_documentation_en-US" xlink:label="lab_jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans_E5A02AA948A0716304704EE11A8A6FE4" 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>
    <link:loc xlink:href="jrvr-20190630.xsd#jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans" xlink:label="loc_jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans_E5A02AA948A0716304704EE11A8A6FE4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans_E5A02AA948A0716304704EE11A8A6FE4" xlink:to="lab_jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans_E5A02AA948A0716304704EE11A8A6FE4" xlink:type="arc" />
    <link:label id="lab_us-gaap_RealizedInvestmentGainsLosses_0B8D711C84912BA45FB94EE11A8AA31F_terseLabel_en-US" xlink:label="lab_us-gaap_RealizedInvestmentGainsLosses_0B8D711C84912BA45FB94EE11A8AA31F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Net realized and unrealized gains (losses) on investments</link:label>
    <link:label id="lab_us-gaap_RealizedInvestmentGainsLosses_0B8D711C84912BA45FB94EE11A8AA31F_label_en-US" xlink:label="lab_us-gaap_RealizedInvestmentGainsLosses_0B8D711C84912BA45FB94EE11A8AA31F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Realized Investment Gains (Losses)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_RealizedInvestmentGainsLosses" xlink:label="loc_us-gaap_RealizedInvestmentGainsLosses_0B8D711C84912BA45FB94EE11A8AA31F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RealizedInvestmentGainsLosses_0B8D711C84912BA45FB94EE11A8AA31F" xlink:to="lab_us-gaap_RealizedInvestmentGainsLosses_0B8D711C84912BA45FB94EE11A8AA31F" xlink:type="arc" />
    <link:label id="lab_us-gaap_InvestmentIncomeInterest_B86CC48F477B000B4C9D4EE11A8A3929_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentIncomeInterest_B86CC48F477B000B4C9D4EE11A8A3929" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Interest income</link:label>
    <link:label id="lab_us-gaap_InvestmentIncomeInterest_B86CC48F477B000B4C9D4EE11A8A3929_label_en-US" xlink:label="lab_us-gaap_InvestmentIncomeInterest_B86CC48F477B000B4C9D4EE11A8A3929" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investment Income, Interest</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_InvestmentIncomeInterest" xlink:label="loc_us-gaap_InvestmentIncomeInterest_B86CC48F477B000B4C9D4EE11A8A3929" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentIncomeInterest_B86CC48F477B000B4C9D4EE11A8A3929" xlink:to="lab_us-gaap_InvestmentIncomeInterest_B86CC48F477B000B4C9D4EE11A8A3929" xlink:type="arc" />
    <link:label id="lab_jrvr_CarryingValueOfCollateralizedLoanObligationHeld_6E45B8BC0472EE5B1BF84EE11A8A444F_verboseLabel_en-US" xlink:label="lab_jrvr_CarryingValueOfCollateralizedLoanObligationHeld_6E45B8BC0472EE5B1BF84EE11A8A444F" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Carrying value of collateralized loan obligation held</link:label>
    <link:label id="lab_jrvr_CarryingValueOfCollateralizedLoanObligationHeld_6E45B8BC0472EE5B1BF84EE11A8A444F_label_en-US" xlink:label="lab_jrvr_CarryingValueOfCollateralizedLoanObligationHeld_6E45B8BC0472EE5B1BF84EE11A8A444F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Carrying Value Of Collateralized Loan Obligation Held</link:label>
    <link:label id="lab_jrvr_CarryingValueOfCollateralizedLoanObligationHeld_6E45B8BC0472EE5B1BF84EE11A8A444F_documentation_en-US" xlink:label="lab_jrvr_CarryingValueOfCollateralizedLoanObligationHeld_6E45B8BC0472EE5B1BF84EE11A8A444F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents carrying value of carrying value of collateralized loan obligation held.</link:label>
    <link:loc xlink:href="jrvr-20190630.xsd#jrvr_CarryingValueOfCollateralizedLoanObligationHeld" xlink:label="loc_jrvr_CarryingValueOfCollateralizedLoanObligationHeld_6E45B8BC0472EE5B1BF84EE11A8A444F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_CarryingValueOfCollateralizedLoanObligationHeld_6E45B8BC0472EE5B1BF84EE11A8A444F" xlink:to="lab_jrvr_CarryingValueOfCollateralizedLoanObligationHeld_6E45B8BC0472EE5B1BF84EE11A8A444F" xlink:type="arc" />
    <link:label id="lab_us-gaap_AccountingPoliciesAbstract_D8718A995C226E08D69CE8567B6B632E_label_en-US" xlink:label="lab_us-gaap_AccountingPoliciesAbstract_D8718A995C226E08D69CE8567B6B632E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accounting Policies [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AccountingPoliciesAbstract" xlink:label="loc_us-gaap_AccountingPoliciesAbstract_D8718A995C226E08D69CE8567B6B632E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AccountingPoliciesAbstract_D8718A995C226E08D69CE8567B6B632E" xlink:to="lab_us-gaap_AccountingPoliciesAbstract_D8718A995C226E08D69CE8567B6B632E" xlink:type="arc" />
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    <link:label id="lab_dei_EntityShellCompany_AEED25A362C7611B7BF3489B47AA5C03_terseLabel_en-US" xlink:label="lab_dei_EntityShellCompany_AEED25A362C7611B7BF3489B47AA5C03" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Entity Shell Company</link:label>
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    <link:label id="lab_jrvr_ResidentialMortgageBackedAmortizedCost_2EB98B82947D94BBF72BE8567A80FAC6_documentation_en-US" xlink:label="lab_jrvr_ResidentialMortgageBackedAmortizedCost_2EB98B82947D94BBF72BE8567A80FAC6" 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-20190630.xsd#jrvr_ResidentialMortgageBackedAmortizedCost" xlink:label="loc_jrvr_ResidentialMortgageBackedAmortizedCost_2EB98B82947D94BBF72BE8567A80FAC6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ResidentialMortgageBackedAmortizedCost_2EB98B82947D94BBF72BE8567A80FAC6" xlink:to="lab_jrvr_ResidentialMortgageBackedAmortizedCost_2EB98B82947D94BBF72BE8567A80FAC6" xlink:type="arc" />
    <link:label id="lab_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_8CCCE465D4DAF49FE410E8567A80F50A_verboseLabel_en-US" xlink:label="lab_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_8CCCE465D4DAF49FE410E8567A80F50A" 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_8CCCE465D4DAF49FE410E8567A80F50A_label_en-US" xlink:label="lab_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_8CCCE465D4DAF49FE410E8567A80F50A" 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_8CCCE465D4DAF49FE410E8567A80F50A_documentation_en-US" xlink:label="lab_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_8CCCE465D4DAF49FE410E8567A80F50A" 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-20190630.xsd#jrvr_CommercialMortgageAndAssetBackedAmortizedCost" xlink:label="loc_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_8CCCE465D4DAF49FE410E8567A80F50A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_8CCCE465D4DAF49FE410E8567A80F50A" xlink:to="lab_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_8CCCE465D4DAF49FE410E8567A80F50A" xlink:type="arc" />
    <link:label id="lab_jrvr_RedeemablePreferredStockAmortizedCost_6AAE078AAF47DD090A37E8567A80D97D_verboseLabel_en-US" xlink:label="lab_jrvr_RedeemablePreferredStockAmortizedCost_6AAE078AAF47DD090A37E8567A80D97D" 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_6AAE078AAF47DD090A37E8567A80D97D_label_en-US" xlink:label="lab_jrvr_RedeemablePreferredStockAmortizedCost_6AAE078AAF47DD090A37E8567A80D97D" 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_6AAE078AAF47DD090A37E8567A80D97D_documentation_en-US" xlink:label="lab_jrvr_RedeemablePreferredStockAmortizedCost_6AAE078AAF47DD090A37E8567A80D97D" 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-20190630.xsd#jrvr_RedeemablePreferredStockAmortizedCost" xlink:label="loc_jrvr_RedeemablePreferredStockAmortizedCost_6AAE078AAF47DD090A37E8567A80D97D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_RedeemablePreferredStockAmortizedCost_6AAE078AAF47DD090A37E8567A80D97D" xlink:to="lab_jrvr_RedeemablePreferredStockAmortizedCost_6AAE078AAF47DD090A37E8567A80D97D" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleDebtSecuritiesAmortizedCostBasis_1112DB20B76096B8E891E8567A801B55_totalLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleDebtSecuritiesAmortizedCostBasis_1112DB20B76096B8E891E8567A801B55" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total fixed maturity securities, Cost or Amortized Cost</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleDebtSecuritiesAmortizedCostBasis_1112DB20B76096B8E891E8567A801B55_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleDebtSecuritiesAmortizedCostBasis_1112DB20B76096B8E891E8567A801B55" 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_1112DB20B76096B8E891E8567A801B55" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleDebtSecuritiesAmortizedCostBasis_1112DB20B76096B8E891E8567A801B55" xlink:to="lab_us-gaap_AvailableForSaleDebtSecuritiesAmortizedCostBasis_1112DB20B76096B8E891E8567A801B55" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract_5C77B3183A0EECB41271E8567A800D40_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract_5C77B3183A0EECB41271E8567A800D40" 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_5C77B3183A0EECB41271E8567A800D40_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract_5C77B3183A0EECB41271E8567A800D40" 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_5C77B3183A0EECB41271E8567A800D40" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract_5C77B3183A0EECB41271E8567A800D40" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract_5C77B3183A0EECB41271E8567A800D40" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_5A847356C6F4E5D9CB4AE8567A814423_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_5A847356C6F4E5D9CB4AE8567A814423" 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_5A847356C6F4E5D9CB4AE8567A814423_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_5A847356C6F4E5D9CB4AE8567A814423" 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_5A847356C6F4E5D9CB4AE8567A814423" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_5A847356C6F4E5D9CB4AE8567A814423" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_5A847356C6F4E5D9CB4AE8567A814423" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_A6176CE6343120C0A14DE8567A8141EF_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_A6176CE6343120C0A14DE8567A8141EF" 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_A6176CE6343120C0A14DE8567A8141EF_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_A6176CE6343120C0A14DE8567A8141EF" 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_A6176CE6343120C0A14DE8567A8141EF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_A6176CE6343120C0A14DE8567A8141EF" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_A6176CE6343120C0A14DE8567A8141EF" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue_BF15390E69BCB14C130AE8567A819063_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue_BF15390E69BCB14C130AE8567A819063" 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_BF15390E69BCB14C130AE8567A819063_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue_BF15390E69BCB14C130AE8567A819063" 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_BF15390E69BCB14C130AE8567A819063" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue_BF15390E69BCB14C130AE8567A819063" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue_BF15390E69BCB14C130AE8567A819063" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_BD74477881C5FB90EA57E8567A816AAE_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_BD74477881C5FB90EA57E8567A816AAE" 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_BD74477881C5FB90EA57E8567A816AAE_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_BD74477881C5FB90EA57E8567A816AAE" 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_BD74477881C5FB90EA57E8567A816AAE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_BD74477881C5FB90EA57E8567A816AAE" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_BD74477881C5FB90EA57E8567A816AAE" xlink:type="arc" />
    <link:label id="lab_jrvr_ResidentialMortgageBackedFairValue_B23FA9E52A408357FC37E8567A8136C2_verboseLabel_en-US" xlink:label="lab_jrvr_ResidentialMortgageBackedFairValue_B23FA9E52A408357FC37E8567A8136C2" 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_B23FA9E52A408357FC37E8567A8136C2_label_en-US" xlink:label="lab_jrvr_ResidentialMortgageBackedFairValue_B23FA9E52A408357FC37E8567A8136C2" 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_B23FA9E52A408357FC37E8567A8136C2_documentation_en-US" xlink:label="lab_jrvr_ResidentialMortgageBackedFairValue_B23FA9E52A408357FC37E8567A8136C2" 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-20190630.xsd#jrvr_ResidentialMortgageBackedFairValue" xlink:label="loc_jrvr_ResidentialMortgageBackedFairValue_B23FA9E52A408357FC37E8567A8136C2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ResidentialMortgageBackedFairValue_B23FA9E52A408357FC37E8567A8136C2" xlink:to="lab_jrvr_ResidentialMortgageBackedFairValue_B23FA9E52A408357FC37E8567A8136C2" xlink:type="arc" />
    <link:label id="lab_jrvr_CommercialMortgageAndAssetBackedFairValue_F91545FD6F04F6E83073E8567A8283E0_verboseLabel_en-US" xlink:label="lab_jrvr_CommercialMortgageAndAssetBackedFairValue_F91545FD6F04F6E83073E8567A8283E0" 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_F91545FD6F04F6E83073E8567A8283E0_label_en-US" xlink:label="lab_jrvr_CommercialMortgageAndAssetBackedFairValue_F91545FD6F04F6E83073E8567A8283E0" 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_F91545FD6F04F6E83073E8567A8283E0_documentation_en-US" xlink:label="lab_jrvr_CommercialMortgageAndAssetBackedFairValue_F91545FD6F04F6E83073E8567A8283E0" 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-20190630.xsd#jrvr_CommercialMortgageAndAssetBackedFairValue" xlink:label="loc_jrvr_CommercialMortgageAndAssetBackedFairValue_F91545FD6F04F6E83073E8567A8283E0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_CommercialMortgageAndAssetBackedFairValue_F91545FD6F04F6E83073E8567A8283E0" xlink:to="lab_jrvr_CommercialMortgageAndAssetBackedFairValue_F91545FD6F04F6E83073E8567A8283E0" xlink:type="arc" />
    <link:label id="lab_jrvr_RedeemablePreferredStockFairValue_64C7C094F590A27274B5E8567A826553_verboseLabel_en-US" xlink:label="lab_jrvr_RedeemablePreferredStockFairValue_64C7C094F590A27274B5E8567A826553" 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_64C7C094F590A27274B5E8567A826553_label_en-US" xlink:label="lab_jrvr_RedeemablePreferredStockFairValue_64C7C094F590A27274B5E8567A826553" 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_64C7C094F590A27274B5E8567A826553_documentation_en-US" xlink:label="lab_jrvr_RedeemablePreferredStockFairValue_64C7C094F590A27274B5E8567A826553" 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-20190630.xsd#jrvr_RedeemablePreferredStockFairValue" xlink:label="loc_jrvr_RedeemablePreferredStockFairValue_64C7C094F590A27274B5E8567A826553" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_RedeemablePreferredStockFairValue_64C7C094F590A27274B5E8567A826553" xlink:to="lab_jrvr_RedeemablePreferredStockFairValue_64C7C094F590A27274B5E8567A826553" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtSecurities_645D1A8B947EA85D54B7E8567A827BA5_totalLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtSecurities_645D1A8B947EA85D54B7E8567A827BA5" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total investments available-for-sale, 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_645D1A8B947EA85D54B7E8567A827BA5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtSecurities_645D1A8B947EA85D54B7E8567A827BA5" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtSecurities_645D1A8B947EA85D54B7E8567A827BA5" xlink:type="arc" />
    <link:label id="lab_jrvr_ContingentLiabilitiesTable_87C10B7B8B1487ED7AFA39D6496225D1_terseLabel_en-US" xlink:label="lab_jrvr_ContingentLiabilitiesTable_87C10B7B8B1487ED7AFA39D6496225D1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Contingent Liabilities [Table]</link:label>
    <link:label id="lab_jrvr_ContingentLiabilitiesTable_87C10B7B8B1487ED7AFA39D6496225D1_label_en-US" xlink:label="lab_jrvr_ContingentLiabilitiesTable_87C10B7B8B1487ED7AFA39D6496225D1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Contingent Liabilities [Table]</link:label>
    <link:label id="lab_jrvr_ContingentLiabilitiesTable_87C10B7B8B1487ED7AFA39D6496225D1_documentation_en-US" xlink:label="lab_jrvr_ContingentLiabilitiesTable_87C10B7B8B1487ED7AFA39D6496225D1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Discloses information about contingent liabilities.</link:label>
    <link:loc xlink:href="jrvr-20190630.xsd#jrvr_ContingentLiabilitiesTable" xlink:label="loc_jrvr_ContingentLiabilitiesTable_87C10B7B8B1487ED7AFA39D6496225D1" xlink:type="locator" />
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    <link:label id="lab_srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_8211D4702E29653DAE6139D649633368_terseLabel_en-US" xlink:label="lab_srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_8211D4702E29653DAE6139D649633368" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Investment, Name [Axis]</link:label>
    <link:label id="lab_srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_8211D4702E29653DAE6139D649633368_label_en-US" xlink:label="lab_srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_8211D4702E29653DAE6139D649633368" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investment, Name [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2019/elts/srt-2019-01-31.xsd#srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis" xlink:label="loc_srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_8211D4702E29653DAE6139D649633368" xlink:type="locator" />
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    <link:label id="lab_srt_EquityMethodInvesteeNameDomain_7C9299895CD77F494A0339D649637B48_terseLabel_en-US" xlink:label="lab_srt_EquityMethodInvesteeNameDomain_7C9299895CD77F494A0339D649637B48" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Investment, Name [Domain]</link:label>
    <link:label id="lab_srt_EquityMethodInvesteeNameDomain_7C9299895CD77F494A0339D649637B48_label_en-US" xlink:label="lab_srt_EquityMethodInvesteeNameDomain_7C9299895CD77F494A0339D649637B48" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investment, Name [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2019/elts/srt-2019-01-31.xsd#srt_EquityMethodInvesteeNameDomain" xlink:label="loc_srt_EquityMethodInvesteeNameDomain_7C9299895CD77F494A0339D649637B48" xlink:type="locator" />
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    <link:label id="lab_jrvr_ThirdpartyReinsuredsMember_B9357B33E8638931BEF339D649630E97_terseLabel_en-US" xlink:label="lab_jrvr_ThirdpartyReinsuredsMember_B9357B33E8638931BEF339D649630E97" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Third-party Reinsureds</link:label>
    <link:label id="lab_jrvr_ThirdpartyReinsuredsMember_B9357B33E8638931BEF339D649630E97_label_en-US" xlink:label="lab_jrvr_ThirdpartyReinsuredsMember_B9357B33E8638931BEF339D649630E97" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Third-party Reinsureds [Member]</link:label>
    <link:label id="lab_jrvr_ThirdpartyReinsuredsMember_B9357B33E8638931BEF339D649630E97_documentation_en-US" xlink:label="lab_jrvr_ThirdpartyReinsuredsMember_B9357B33E8638931BEF339D649630E97" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Third-party Reinsureds [Member]</link:label>
    <link:loc xlink:href="jrvr-20190630.xsd#jrvr_ThirdpartyReinsuredsMember" xlink:label="loc_jrvr_ThirdpartyReinsuredsMember_B9357B33E8638931BEF339D649630E97" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ThirdpartyReinsuredsMember_B9357B33E8638931BEF339D649630E97" xlink:to="lab_jrvr_ThirdpartyReinsuredsMember_B9357B33E8638931BEF339D649630E97" xlink:type="arc" />
    <link:label id="lab_dei_LegalEntityAxis_A4985779B5CFDFA5BF5239D64963039E_terseLabel_en-US" xlink:label="lab_dei_LegalEntityAxis_A4985779B5CFDFA5BF5239D64963039E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Legal Entity [Axis]</link:label>
    <link:label id="lab_dei_LegalEntityAxis_A4985779B5CFDFA5BF5239D64963039E_label_en-US" xlink:label="lab_dei_LegalEntityAxis_A4985779B5CFDFA5BF5239D64963039E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Legal Entity [Axis]</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2019/dei-2019-01-31.xsd#dei_LegalEntityAxis" xlink:label="loc_dei_LegalEntityAxis_A4985779B5CFDFA5BF5239D64963039E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_LegalEntityAxis_A4985779B5CFDFA5BF5239D64963039E" xlink:to="lab_dei_LegalEntityAxis_A4985779B5CFDFA5BF5239D64963039E" xlink:type="arc" />
    <link:label id="lab_dei_EntityDomain_23C8A29227C2A4B0E53E39D649643950_terseLabel_en-US" xlink:label="lab_dei_EntityDomain_23C8A29227C2A4B0E53E39D649643950" 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_23C8A29227C2A4B0E53E39D649643950_label_en-US" xlink:label="lab_dei_EntityDomain_23C8A29227C2A4B0E53E39D649643950" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Entity [Domain]</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2019/dei-2019-01-31.xsd#dei_EntityDomain" xlink:label="loc_dei_EntityDomain_23C8A29227C2A4B0E53E39D649643950" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_EntityDomain_23C8A29227C2A4B0E53E39D649643950" xlink:to="lab_dei_EntityDomain_23C8A29227C2A4B0E53E39D649643950" xlink:type="arc" />
    <link:label id="lab_jrvr_JrgReinsuranceCompanyLtdMember_75889413C477C172986A39D649642900_verboseLabel_en-US" xlink:label="lab_jrvr_JrgReinsuranceCompanyLtdMember_75889413C477C172986A39D649642900" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">JRG Reinsurance Company, Ltd.</link:label>
    <link:label id="lab_jrvr_JrgReinsuranceCompanyLtdMember_75889413C477C172986A39D649642900_label_en-US" xlink:label="lab_jrvr_JrgReinsuranceCompanyLtdMember_75889413C477C172986A39D649642900" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Jrg Reinsurance Company Ltd [Member]</link:label>
    <link:label id="lab_jrvr_JrgReinsuranceCompanyLtdMember_75889413C477C172986A39D649642900_documentation_en-US" xlink:label="lab_jrvr_JrgReinsuranceCompanyLtdMember_75889413C477C172986A39D649642900" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents reinsurance subsidiary of the entity.</link:label>
    <link:loc xlink:href="jrvr-20190630.xsd#jrvr_JrgReinsuranceCompanyLtdMember" xlink:label="loc_jrvr_JrgReinsuranceCompanyLtdMember_75889413C477C172986A39D649642900" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_JrgReinsuranceCompanyLtdMember_75889413C477C172986A39D649642900" xlink:to="lab_jrvr_JrgReinsuranceCompanyLtdMember_75889413C477C172986A39D649642900" xlink:type="arc" />
    <link:label id="lab_jrvr_JamesRiverInsuranceCoMember_E64EA18BF49B1A11A1AE39D649645BE0_terseLabel_en-US" xlink:label="lab_jrvr_JamesRiverInsuranceCoMember_E64EA18BF49B1A11A1AE39D649645BE0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">James River Insurance Co</link:label>
    <link:label id="lab_jrvr_JamesRiverInsuranceCoMember_E64EA18BF49B1A11A1AE39D649645BE0_label_en-US" xlink:label="lab_jrvr_JamesRiverInsuranceCoMember_E64EA18BF49B1A11A1AE39D649645BE0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">James River Insurance Co [Member]</link:label>
    <link:label id="lab_jrvr_JamesRiverInsuranceCoMember_E64EA18BF49B1A11A1AE39D649645BE0_documentation_en-US" xlink:label="lab_jrvr_JamesRiverInsuranceCoMember_E64EA18BF49B1A11A1AE39D649645BE0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">James River Insurance Co [Member]</link:label>
    <link:loc xlink:href="jrvr-20190630.xsd#jrvr_JamesRiverInsuranceCoMember" xlink:label="loc_jrvr_JamesRiverInsuranceCoMember_E64EA18BF49B1A11A1AE39D649645BE0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_JamesRiverInsuranceCoMember_E64EA18BF49B1A11A1AE39D649645BE0" xlink:to="lab_jrvr_JamesRiverInsuranceCoMember_E64EA18BF49B1A11A1AE39D649645BE0" xlink:type="arc" />
    <link:label id="lab_us-gaap_CreditFacilityAxis_702C93F61AD5652BFC8D39D649645EB5_terseLabel_en-US" xlink:label="lab_us-gaap_CreditFacilityAxis_702C93F61AD5652BFC8D39D649645EB5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Credit Facility [Axis]</link:label>
    <link:label id="lab_us-gaap_CreditFacilityAxis_702C93F61AD5652BFC8D39D649645EB5_label_en-US" xlink:label="lab_us-gaap_CreditFacilityAxis_702C93F61AD5652BFC8D39D649645EB5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Credit Facility [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_CreditFacilityAxis" xlink:label="loc_us-gaap_CreditFacilityAxis_702C93F61AD5652BFC8D39D649645EB5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CreditFacilityAxis_702C93F61AD5652BFC8D39D649645EB5" xlink:to="lab_us-gaap_CreditFacilityAxis_702C93F61AD5652BFC8D39D649645EB5" xlink:type="arc" />
    <link:label id="lab_us-gaap_CreditFacilityDomain_862DDA1DAF50C86C3E0539D6496576A9_terseLabel_en-US" xlink:label="lab_us-gaap_CreditFacilityDomain_862DDA1DAF50C86C3E0539D6496576A9" 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_862DDA1DAF50C86C3E0539D6496576A9_label_en-US" xlink:label="lab_us-gaap_CreditFacilityDomain_862DDA1DAF50C86C3E0539D6496576A9" 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_862DDA1DAF50C86C3E0539D6496576A9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CreditFacilityDomain_862DDA1DAF50C86C3E0539D6496576A9" xlink:to="lab_us-gaap_CreditFacilityDomain_862DDA1DAF50C86C3E0539D6496576A9" xlink:type="arc" />
    <link:label id="lab_jrvr_LetterOfCredit75MillionMember_CE0F0C00E6A4B0020AB339D64965F9FB_verboseLabel_en-US" xlink:label="lab_jrvr_LetterOfCredit75MillionMember_CE0F0C00E6A4B0020AB339D64965F9FB" 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_CE0F0C00E6A4B0020AB339D64965F9FB_label_en-US" xlink:label="lab_jrvr_LetterOfCredit75MillionMember_CE0F0C00E6A4B0020AB339D64965F9FB" 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_CE0F0C00E6A4B0020AB339D64965F9FB_documentation_en-US" xlink:label="lab_jrvr_LetterOfCredit75MillionMember_CE0F0C00E6A4B0020AB339D64965F9FB" 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-20190630.xsd#jrvr_LetterOfCredit75MillionMember" xlink:label="loc_jrvr_LetterOfCredit75MillionMember_CE0F0C00E6A4B0020AB339D64965F9FB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_LetterOfCredit75MillionMember_CE0F0C00E6A4B0020AB339D64965F9FB" xlink:to="lab_jrvr_LetterOfCredit75MillionMember_CE0F0C00E6A4B0020AB339D64965F9FB" xlink:type="arc" />
    <link:label id="lab_jrvr_A2013FacilityMember_8876A738994C770D8C7439D64965CE3C_verboseLabel_en-US" xlink:label="lab_jrvr_A2013FacilityMember_8876A738994C770D8C7439D64965CE3C" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Letter of credit 102.5 Million</link:label>
    <link:label id="lab_jrvr_A2013FacilityMember_8876A738994C770D8C7439D64965CE3C_label_en-US" xlink:label="lab_jrvr_A2013FacilityMember_8876A738994C770D8C7439D64965CE3C" 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_8876A738994C770D8C7439D64965CE3C_documentation_en-US" xlink:label="lab_jrvr_A2013FacilityMember_8876A738994C770D8C7439D64965CE3C" 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-20190630.xsd#jrvr_A2013FacilityMember" xlink:label="loc_jrvr_A2013FacilityMember_8876A738994C770D8C7439D64965CE3C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_A2013FacilityMember_8876A738994C770D8C7439D64965CE3C" xlink:to="lab_jrvr_A2013FacilityMember_8876A738994C770D8C7439D64965CE3C" xlink:type="arc" />
    <link:label id="lab_jrvr_A2017FacilityMember_6782E9E201247A2E4D5C39D6496AF425_terseLabel_en-US" xlink:label="lab_jrvr_A2017FacilityMember_6782E9E201247A2E4D5C39D6496AF425" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Letter of credit 100 Million</link:label>
    <link:label id="lab_jrvr_A2017FacilityMember_6782E9E201247A2E4D5C39D6496AF425_label_en-US" xlink:label="lab_jrvr_A2017FacilityMember_6782E9E201247A2E4D5C39D6496AF425" 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_6782E9E201247A2E4D5C39D6496AF425_documentation_en-US" xlink:label="lab_jrvr_A2017FacilityMember_6782E9E201247A2E4D5C39D6496AF425" 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-20190630.xsd#jrvr_A2017FacilityMember" xlink:label="loc_jrvr_A2017FacilityMember_6782E9E201247A2E4D5C39D6496AF425" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_A2017FacilityMember_6782E9E201247A2E4D5C39D6496AF425" xlink:to="lab_jrvr_A2017FacilityMember_6782E9E201247A2E4D5C39D6496AF425" xlink:type="arc" />
    <link:label id="lab_jrvr_ContingentLiabilitiesLineItems_056BBD784420C46C77EA39D6496B566E_terseLabel_en-US" xlink:label="lab_jrvr_ContingentLiabilitiesLineItems_056BBD784420C46C77EA39D6496B566E" 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_056BBD784420C46C77EA39D6496B566E_label_en-US" xlink:label="lab_jrvr_ContingentLiabilitiesLineItems_056BBD784420C46C77EA39D6496B566E" 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_056BBD784420C46C77EA39D6496B566E_documentation_en-US" xlink:label="lab_jrvr_ContingentLiabilitiesLineItems_056BBD784420C46C77EA39D6496B566E" 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-20190630.xsd#jrvr_ContingentLiabilitiesLineItems" xlink:label="loc_jrvr_ContingentLiabilitiesLineItems_056BBD784420C46C77EA39D6496B566E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ContingentLiabilitiesLineItems_056BBD784420C46C77EA39D6496B566E" xlink:to="lab_jrvr_ContingentLiabilitiesLineItems_056BBD784420C46C77EA39D6496B566E" xlink:type="arc" />
    <link:label id="lab_jrvr_NumberofCreditFacilities_5FF50FCF42B0D10127463A022E499473_terseLabel_en-US" xlink:label="lab_jrvr_NumberofCreditFacilities_5FF50FCF42B0D10127463A022E499473" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of credit facilities</link:label>
    <link:label id="lab_jrvr_NumberofCreditFacilities_5FF50FCF42B0D10127463A022E499473_label_en-US" xlink:label="lab_jrvr_NumberofCreditFacilities_5FF50FCF42B0D10127463A022E499473" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number of Credit Facilities</link:label>
    <link:label id="lab_jrvr_NumberofCreditFacilities_5FF50FCF42B0D10127463A022E499473_documentation_en-US" xlink:label="lab_jrvr_NumberofCreditFacilities_5FF50FCF42B0D10127463A022E499473" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Number of Credit Facilities</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_NumberofCreditFacilities_5FF50FCF42B0D10127463A022E499473" xlink:to="lab_jrvr_NumberofCreditFacilities_5FF50FCF42B0D10127463A022E499473" xlink:type="arc" />
    <link:label id="lab_jrvr_LetterOfCreditFacilityAmount_BDA3A0ED81FF823A660E39D6496B2B02_verboseLabel_en-US" xlink:label="lab_jrvr_LetterOfCreditFacilityAmount_BDA3A0ED81FF823A660E39D6496B2B02" 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_BDA3A0ED81FF823A660E39D6496B2B02_label_en-US" xlink:label="lab_jrvr_LetterOfCreditFacilityAmount_BDA3A0ED81FF823A660E39D6496B2B02" 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_BDA3A0ED81FF823A660E39D6496B2B02_documentation_en-US" xlink:label="lab_jrvr_LetterOfCreditFacilityAmount_BDA3A0ED81FF823A660E39D6496B2B02" 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-20190630.xsd#jrvr_LetterOfCreditFacilityAmount" xlink:label="loc_jrvr_LetterOfCreditFacilityAmount_BDA3A0ED81FF823A660E39D6496B2B02" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_LetterOfCreditFacilityAmount_BDA3A0ED81FF823A660E39D6496B2B02" xlink:to="lab_jrvr_LetterOfCreditFacilityAmount_BDA3A0ED81FF823A660E39D6496B2B02" xlink:type="arc" />
    <link:label id="lab_us-gaap_LettersOfCreditOutstandingAmount_D9336BBDC7AFADF640B839D6496B40E5_verboseLabel_en-US" xlink:label="lab_us-gaap_LettersOfCreditOutstandingAmount_D9336BBDC7AFADF640B839D6496B40E5" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Amount of letters of credit issued</link:label>
    <link:label id="lab_us-gaap_LettersOfCreditOutstandingAmount_D9336BBDC7AFADF640B839D6496B40E5_label_en-US" xlink:label="lab_us-gaap_LettersOfCreditOutstandingAmount_D9336BBDC7AFADF640B839D6496B40E5" 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_D9336BBDC7AFADF640B839D6496B40E5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LettersOfCreditOutstandingAmount_D9336BBDC7AFADF640B839D6496B40E5" xlink:to="lab_us-gaap_LettersOfCreditOutstandingAmount_D9336BBDC7AFADF640B839D6496B40E5" xlink:type="arc" />
    <link:label id="lab_jrvr_AssetsDepositedForSecuringLettersOfCredit_8CF269E86D0783CA42E639D6496B82A2_verboseLabel_en-US" xlink:label="lab_jrvr_AssetsDepositedForSecuringLettersOfCredit_8CF269E86D0783CA42E639D6496B82A2" 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_8CF269E86D0783CA42E639D6496B82A2_label_en-US" xlink:label="lab_jrvr_AssetsDepositedForSecuringLettersOfCredit_8CF269E86D0783CA42E639D6496B82A2" 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_8CF269E86D0783CA42E639D6496B82A2_documentation_en-US" xlink:label="lab_jrvr_AssetsDepositedForSecuringLettersOfCredit_8CF269E86D0783CA42E639D6496B82A2" 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-20190630.xsd#jrvr_AssetsDepositedForSecuringLettersOfCredit" xlink:label="loc_jrvr_AssetsDepositedForSecuringLettersOfCredit_8CF269E86D0783CA42E639D6496B82A2" xlink:type="locator" />
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    <link:label id="lab_us-gaap_AssetsHeldInTrust_1FE0F50F1C98682D196139D6496CD1A4_verboseLabel_en-US" xlink:label="lab_us-gaap_AssetsHeldInTrust_1FE0F50F1C98682D196139D6496CD1A4" 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_1FE0F50F1C98682D196139D6496CD1A4_label_en-US" xlink:label="lab_us-gaap_AssetsHeldInTrust_1FE0F50F1C98682D196139D6496CD1A4" 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_1FE0F50F1C98682D196139D6496CD1A4" xlink:type="locator" />
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    <link:label id="lab_us-gaap_NetIncomeLoss_2EA75E10D0D3CDA9DA04E8567A182BBD_verboseLabel_en-US" xlink:label="lab_us-gaap_NetIncomeLoss_2EA75E10D0D3CDA9DA04E8567A182BBD" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Net income to shareholders</link:label>
    <link:label id="lab_us-gaap_NetIncomeLoss_2EA75E10D0D3CDA9DA04E8567A182BBD_label_en-US" xlink:label="lab_us-gaap_NetIncomeLoss_2EA75E10D0D3CDA9DA04E8567A182BBD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Income (Loss) Attributable to Parent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_NetIncomeLoss" xlink:label="loc_us-gaap_NetIncomeLoss_2EA75E10D0D3CDA9DA04E8567A182BBD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetIncomeLoss_2EA75E10D0D3CDA9DA04E8567A182BBD" xlink:to="lab_us-gaap_NetIncomeLoss_2EA75E10D0D3CDA9DA04E8567A182BBD" xlink:type="arc" />
    <link:label id="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingDilutedDisclosureItemsAbstract_D6EA219044D9B9C36EE2E8567A18ABE7_verboseLabel_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingDilutedDisclosureItemsAbstract_D6EA219044D9B9C36EE2E8567A18ABE7" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Weighted average common shares outstanding:</link:label>
    <link:label id="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingDilutedDisclosureItemsAbstract_D6EA219044D9B9C36EE2E8567A18ABE7_label_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingDilutedDisclosureItemsAbstract_D6EA219044D9B9C36EE2E8567A18ABE7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Weighted Average Number of Shares Outstanding Reconciliation [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_WeightedAverageNumberOfSharesOutstandingDilutedDisclosureItemsAbstract" xlink:label="loc_us-gaap_WeightedAverageNumberOfSharesOutstandingDilutedDisclosureItemsAbstract_D6EA219044D9B9C36EE2E8567A18ABE7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_WeightedAverageNumberOfSharesOutstandingDilutedDisclosureItemsAbstract_D6EA219044D9B9C36EE2E8567A18ABE7" xlink:to="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingDilutedDisclosureItemsAbstract_D6EA219044D9B9C36EE2E8567A18ABE7" xlink:type="arc" />
    <link:label id="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_BA37A1E7F18DE229ED93E8567A19D2F6_verboseLabel_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_BA37A1E7F18DE229ED93E8567A19D2F6" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Basic (in shares)</link:label>
    <link:label id="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_BA37A1E7F18DE229ED93E8567A19D2F6_label_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_BA37A1E7F18DE229ED93E8567A19D2F6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Weighted Average Number of Shares Outstanding, Basic</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_WeightedAverageNumberOfSharesOutstandingBasic" xlink:label="loc_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_BA37A1E7F18DE229ED93E8567A19D2F6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_BA37A1E7F18DE229ED93E8567A19D2F6" xlink:to="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_BA37A1E7F18DE229ED93E8567A19D2F6" xlink:type="arc" />
    <link:label id="lab_us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustment_E07B4EE1C1C1A522A9E2E8567A19E55C_verboseLabel_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustment_E07B4EE1C1C1A522A9E2E8567A19E55C" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Common share equivalents (in shares)</link:label>
    <link:label id="lab_us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustment_E07B4EE1C1C1A522A9E2E8567A19E55C_label_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustment_E07B4EE1C1C1A522A9E2E8567A19E55C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Weighted Average Number Diluted Shares Outstanding Adjustment</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustment" xlink:label="loc_us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustment_E07B4EE1C1C1A522A9E2E8567A19E55C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustment_E07B4EE1C1C1A522A9E2E8567A19E55C" xlink:to="lab_us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustment_E07B4EE1C1C1A522A9E2E8567A19E55C" xlink:type="arc" />
    <link:label id="lab_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_7D8913D3057BCE43843AE8567A19A0B5_totalLabel_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_7D8913D3057BCE43843AE8567A19A0B5" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Diluted (in shares)</link:label>
    <link:label id="lab_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_7D8913D3057BCE43843AE8567A19A0B5_label_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_7D8913D3057BCE43843AE8567A19A0B5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Weighted Average Number of Shares Outstanding, Diluted</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding" xlink:label="loc_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_7D8913D3057BCE43843AE8567A19A0B5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_7D8913D3057BCE43843AE8567A19A0B5" xlink:to="lab_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_7D8913D3057BCE43843AE8567A19A0B5" xlink:type="arc" />
    <link:label id="lab_us-gaap_EarningsPerShareReconciliationAbstract_3FEA7056DB49F34387E8E8567A19208D_verboseLabel_en-US" xlink:label="lab_us-gaap_EarningsPerShareReconciliationAbstract_3FEA7056DB49F34387E8E8567A19208D" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Earnings per share:</link:label>
    <link:label id="lab_us-gaap_EarningsPerShareReconciliationAbstract_3FEA7056DB49F34387E8E8567A19208D_label_en-US" xlink:label="lab_us-gaap_EarningsPerShareReconciliationAbstract_3FEA7056DB49F34387E8E8567A19208D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Earnings Per Share Reconciliation [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_EarningsPerShareReconciliationAbstract" xlink:label="loc_us-gaap_EarningsPerShareReconciliationAbstract_3FEA7056DB49F34387E8E8567A19208D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EarningsPerShareReconciliationAbstract_3FEA7056DB49F34387E8E8567A19208D" xlink:to="lab_us-gaap_EarningsPerShareReconciliationAbstract_3FEA7056DB49F34387E8E8567A19208D" xlink:type="arc" />
    <link:label id="lab_us-gaap_EarningsPerShareBasic_61153790B458CDE840E2E8567A1914F2_verboseLabel_en-US" xlink:label="lab_us-gaap_EarningsPerShareBasic_61153790B458CDE840E2E8567A1914F2" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Basic (in dollars per share)</link:label>
    <link:label id="lab_us-gaap_EarningsPerShareBasic_61153790B458CDE840E2E8567A1914F2_label_en-US" xlink:label="lab_us-gaap_EarningsPerShareBasic_61153790B458CDE840E2E8567A1914F2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Earnings Per Share, Basic</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_EarningsPerShareBasic" xlink:label="loc_us-gaap_EarningsPerShareBasic_61153790B458CDE840E2E8567A1914F2" xlink:type="locator" />
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    <link:label id="lab_jrvr_CommonShareEquivalentsEarningsPerShare_5311ED2D093E2C93AC1AE8567A1A0E03_terseLabel_en-US" xlink:label="lab_jrvr_CommonShareEquivalentsEarningsPerShare_5311ED2D093E2C93AC1AE8567A1A0E03" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Common share equivalents (in dollars per share)</link:label>
    <link:label id="lab_jrvr_CommonShareEquivalentsEarningsPerShare_5311ED2D093E2C93AC1AE8567A1A0E03_label_en-US" xlink:label="lab_jrvr_CommonShareEquivalentsEarningsPerShare_5311ED2D093E2C93AC1AE8567A1A0E03" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Common Share Equivalents Earnings Per Share</link:label>
    <link:label id="lab_jrvr_CommonShareEquivalentsEarningsPerShare_5311ED2D093E2C93AC1AE8567A1A0E03_documentation_en-US" xlink:label="lab_jrvr_CommonShareEquivalentsEarningsPerShare_5311ED2D093E2C93AC1AE8567A1A0E03" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents amount of earnings per share of common share equivalents.</link:label>
    <link:loc xlink:href="jrvr-20190630.xsd#jrvr_CommonShareEquivalentsEarningsPerShare" xlink:label="loc_jrvr_CommonShareEquivalentsEarningsPerShare_5311ED2D093E2C93AC1AE8567A1A0E03" xlink:type="locator" />
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    <link:label id="lab_us-gaap_EarningsPerShareDiluted_817A4A44D7B8DD00C89EE8567A1A907D_label_en-US" xlink:label="lab_us-gaap_EarningsPerShareDiluted_817A4A44D7B8DD00C89EE8567A1A907D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Earnings Per Share, Diluted</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_EarningsPerShareDiluted" xlink:label="loc_us-gaap_EarningsPerShareDiluted_817A4A44D7B8DD00C89EE8567A1A907D" xlink:type="locator" />
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    <link:label id="lab_jrvr_BankLoanParticipationsAbstract_A2838D9A1A37286552E24DA6444E026D_verboseLabel_en-US" xlink:label="lab_jrvr_BankLoanParticipationsAbstract_A2838D9A1A37286552E24DA6444E026D" 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_A2838D9A1A37286552E24DA6444E026D_label_en-US" xlink:label="lab_jrvr_BankLoanParticipationsAbstract_A2838D9A1A37286552E24DA6444E026D" 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_A2838D9A1A37286552E24DA6444E026D_documentation_en-US" xlink:label="lab_jrvr_BankLoanParticipationsAbstract_A2838D9A1A37286552E24DA6444E026D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US" />
    <link:loc xlink:href="jrvr-20190630.xsd#jrvr_BankLoanParticipationsAbstract" xlink:label="loc_jrvr_BankLoanParticipationsAbstract_A2838D9A1A37286552E24DA6444E026D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_BankLoanParticipationsAbstract_A2838D9A1A37286552E24DA6444E026D" xlink:to="lab_jrvr_BankLoanParticipationsAbstract_A2838D9A1A37286552E24DA6444E026D" xlink:type="arc" />
    <link:label id="lab_jrvr_PaymentToAcquireBankLoanParticipations_6EF18F2C173C3EDEBAF54DA6444EB25E_negatedLabel_en-US" xlink:label="lab_jrvr_PaymentToAcquireBankLoanParticipations_6EF18F2C173C3EDEBAF54DA6444EB25E" 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_6EF18F2C173C3EDEBAF54DA6444EB25E_label_en-US" xlink:label="lab_jrvr_PaymentToAcquireBankLoanParticipations_6EF18F2C173C3EDEBAF54DA6444EB25E" 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_6EF18F2C173C3EDEBAF54DA6444EB25E_documentation_en-US" xlink:label="lab_jrvr_PaymentToAcquireBankLoanParticipations_6EF18F2C173C3EDEBAF54DA6444EB25E" 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-20190630.xsd#jrvr_PaymentToAcquireBankLoanParticipations" xlink:label="loc_jrvr_PaymentToAcquireBankLoanParticipations_6EF18F2C173C3EDEBAF54DA6444EB25E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_PaymentToAcquireBankLoanParticipations_6EF18F2C173C3EDEBAF54DA6444EB25E" xlink:to="lab_jrvr_PaymentToAcquireBankLoanParticipations_6EF18F2C173C3EDEBAF54DA6444EB25E" xlink:type="arc" />
    <link:label id="lab_jrvr_ProceedsFromBankLoanParticipations_45A5DBC2636BB2FE85F14DA6444FFECB_verboseLabel_en-US" xlink:label="lab_jrvr_ProceedsFromBankLoanParticipations_45A5DBC2636BB2FE85F14DA6444FFECB" 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_45A5DBC2636BB2FE85F14DA6444FFECB_label_en-US" xlink:label="lab_jrvr_ProceedsFromBankLoanParticipations_45A5DBC2636BB2FE85F14DA6444FFECB" 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_45A5DBC2636BB2FE85F14DA6444FFECB_documentation_en-US" xlink:label="lab_jrvr_ProceedsFromBankLoanParticipations_45A5DBC2636BB2FE85F14DA6444FFECB" 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-20190630.xsd#jrvr_ProceedsFromBankLoanParticipations" xlink:label="loc_jrvr_ProceedsFromBankLoanParticipations_45A5DBC2636BB2FE85F14DA6444FFECB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ProceedsFromBankLoanParticipations_45A5DBC2636BB2FE85F14DA6444FFECB" xlink:to="lab_jrvr_ProceedsFromBankLoanParticipations_45A5DBC2636BB2FE85F14DA6444FFECB" xlink:type="arc" />
    <link:label id="lab_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_E52AFB225E3F7C999E404DA6444F8319_verboseLabel_en-US" xlink:label="lab_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_E52AFB225E3F7C999E404DA6444F8319" 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_E52AFB225E3F7C999E404DA6444F8319_label_en-US" xlink:label="lab_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_E52AFB225E3F7C999E404DA6444F8319" 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_E52AFB225E3F7C999E404DA6444F8319_documentation_en-US" xlink:label="lab_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_E52AFB225E3F7C999E404DA6444F8319" 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-20190630.xsd#jrvr_ProceedsFromMaturitiesOfBankLoanParticipations" xlink:label="loc_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_E52AFB225E3F7C999E404DA6444F8319" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_E52AFB225E3F7C999E404DA6444F8319" xlink:to="lab_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_E52AFB225E3F7C999E404DA6444F8319" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherInvestmentsAbstract_9F5C6F0C195B8AABBF884DA6444F0987_verboseLabel_en-US" xlink:label="lab_us-gaap_OtherInvestmentsAbstract_9F5C6F0C195B8AABBF884DA6444F0987" 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_9F5C6F0C195B8AABBF884DA6444F0987_label_en-US" xlink:label="lab_us-gaap_OtherInvestmentsAbstract_9F5C6F0C195B8AABBF884DA6444F0987" 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_9F5C6F0C195B8AABBF884DA6444F0987" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherInvestmentsAbstract_9F5C6F0C195B8AABBF884DA6444F0987" xlink:to="lab_us-gaap_OtherInvestmentsAbstract_9F5C6F0C195B8AABBF884DA6444F0987" xlink:type="arc" />
    <link:label id="lab_us-gaap_PaymentsToAcquireOtherInvestments_0EA52195E1D9855C31774DA6444F4AF1_negatedLabel_en-US" xlink:label="lab_us-gaap_PaymentsToAcquireOtherInvestments_0EA52195E1D9855C31774DA6444F4AF1" 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_0EA52195E1D9855C31774DA6444F4AF1_label_en-US" xlink:label="lab_us-gaap_PaymentsToAcquireOtherInvestments_0EA52195E1D9855C31774DA6444F4AF1" 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_0EA52195E1D9855C31774DA6444F4AF1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PaymentsToAcquireOtherInvestments_0EA52195E1D9855C31774DA6444F4AF1" xlink:to="lab_us-gaap_PaymentsToAcquireOtherInvestments_0EA52195E1D9855C31774DA6444F4AF1" xlink:type="arc" />
    <link:label id="lab_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_9A4D9F5DDE2C09ACDA874DA6444F8429_terseLabel_en-US" xlink:label="lab_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_9A4D9F5DDE2C09ACDA874DA6444F8429" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Return of capital</link:label>
    <link:label id="lab_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_9A4D9F5DDE2C09ACDA874DA6444F8429_label_en-US" xlink:label="lab_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_9A4D9F5DDE2C09ACDA874DA6444F8429" 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_9A4D9F5DDE2C09ACDA874DA6444F8429_documentation_en-US" xlink:label="lab_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_9A4D9F5DDE2C09ACDA874DA6444F8429" 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-20190630.xsd#jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital" xlink:label="loc_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_9A4D9F5DDE2C09ACDA874DA6444F8429" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_9A4D9F5DDE2C09ACDA874DA6444F8429" xlink:to="lab_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_9A4D9F5DDE2C09ACDA874DA6444F8429" xlink:type="arc" />
    <link:label id="lab_us-gaap_ProceedsFromEquityMethodInvestmentDividendsOrDistributionsReturnOfCapital_4E4B8079A2B7B628E3CF4DA645D9BC0F_terseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromEquityMethodInvestmentDividendsOrDistributionsReturnOfCapital_4E4B8079A2B7B628E3CF4DA645D9BC0F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Redemptions</link:label>
    <link:label id="lab_us-gaap_ProceedsFromEquityMethodInvestmentDividendsOrDistributionsReturnOfCapital_4E4B8079A2B7B628E3CF4DA645D9BC0F_label_en-US" xlink:label="lab_us-gaap_ProceedsFromEquityMethodInvestmentDividendsOrDistributionsReturnOfCapital_4E4B8079A2B7B628E3CF4DA645D9BC0F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Proceeds from Equity Method Investment, Distribution, Return of Capital</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ProceedsFromEquityMethodInvestmentDividendsOrDistributionsReturnOfCapital" xlink:label="loc_us-gaap_ProceedsFromEquityMethodInvestmentDividendsOrDistributionsReturnOfCapital_4E4B8079A2B7B628E3CF4DA645D9BC0F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProceedsFromEquityMethodInvestmentDividendsOrDistributionsReturnOfCapital_4E4B8079A2B7B628E3CF4DA645D9BC0F" xlink:to="lab_us-gaap_ProceedsFromEquityMethodInvestmentDividendsOrDistributionsReturnOfCapital_4E4B8079A2B7B628E3CF4DA645D9BC0F" xlink:type="arc" />
    <link:label id="lab_us-gaap_PaymentsForProceedsFromShortTermInvestments_0D7491EA61FC757FBB214DA644506D87_negatedLabel_en-US" xlink:label="lab_us-gaap_PaymentsForProceedsFromShortTermInvestments_0D7491EA61FC757FBB214DA644506D87" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Short-term investments, net</link:label>
    <link:label id="lab_us-gaap_PaymentsForProceedsFromShortTermInvestments_0D7491EA61FC757FBB214DA644506D87_label_en-US" xlink:label="lab_us-gaap_PaymentsForProceedsFromShortTermInvestments_0D7491EA61FC757FBB214DA644506D87" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments for (Proceeds from) Short-term Investments</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_PaymentsForProceedsFromShortTermInvestments" xlink:label="loc_us-gaap_PaymentsForProceedsFromShortTermInvestments_0D7491EA61FC757FBB214DA644506D87" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PaymentsForProceedsFromShortTermInvestments_0D7491EA61FC757FBB214DA644506D87" xlink:to="lab_us-gaap_PaymentsForProceedsFromShortTermInvestments_0D7491EA61FC757FBB214DA644506D87" xlink:type="arc" />
    <link:label id="lab_us-gaap_PaymentsForProceedsFromInvestments_A627064EFF876A91349A4DA64450BE3E_negatedLabel_en-US" xlink:label="lab_us-gaap_PaymentsForProceedsFromInvestments_A627064EFF876A91349A4DA64450BE3E" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Securities receivable or payable, net</link:label>
    <link:label id="lab_us-gaap_PaymentsForProceedsFromInvestments_A627064EFF876A91349A4DA64450BE3E_label_en-US" xlink:label="lab_us-gaap_PaymentsForProceedsFromInvestments_A627064EFF876A91349A4DA64450BE3E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments for (Proceeds from) Investments</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_PaymentsForProceedsFromInvestments" xlink:label="loc_us-gaap_PaymentsForProceedsFromInvestments_A627064EFF876A91349A4DA64450BE3E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PaymentsForProceedsFromInvestments_A627064EFF876A91349A4DA64450BE3E" xlink:to="lab_us-gaap_PaymentsForProceedsFromInvestments_A627064EFF876A91349A4DA64450BE3E" xlink:type="arc" />
    <link:label id="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_26EC44458E7EE24D5F014DA644505669_negatedLabel_en-US" xlink:label="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_26EC44458E7EE24D5F014DA644505669" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Purchases of property and equipment</link:label>
    <link:label id="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_26EC44458E7EE24D5F014DA644505669_label_en-US" xlink:label="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_26EC44458E7EE24D5F014DA644505669" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments to Acquire Property, Plant, and Equipment</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_PaymentsToAcquirePropertyPlantAndEquipment" xlink:label="loc_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_26EC44458E7EE24D5F014DA644505669" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_26EC44458E7EE24D5F014DA644505669" xlink:to="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_26EC44458E7EE24D5F014DA644505669" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_1C86E9A4D02F211A2FF44DA644505E63_totalLabel_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_1C86E9A4D02F211A2FF44DA644505E63" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Net cash used in investing activities</link:label>
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_1C86E9A4D02F211A2FF44DA644505E63_label_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_1C86E9A4D02F211A2FF44DA644505E63" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Cash Provided by (Used in) Investing Activities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_NetCashProvidedByUsedInInvestingActivities" xlink:label="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_1C86E9A4D02F211A2FF44DA644505E63" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_1C86E9A4D02F211A2FF44DA644505E63" xlink:to="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_1C86E9A4D02F211A2FF44DA644505E63" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInFinancingActivitiesContinuingOperationsAbstract_334A1107B2F3ED60B8AD4DA644519CD3_verboseLabel_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInFinancingActivitiesContinuingOperationsAbstract_334A1107B2F3ED60B8AD4DA644519CD3" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Financing activities</link:label>
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInFinancingActivitiesContinuingOperationsAbstract_334A1107B2F3ED60B8AD4DA644519CD3_label_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInFinancingActivitiesContinuingOperationsAbstract_334A1107B2F3ED60B8AD4DA644519CD3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Cash Provided by (Used in) Financing Activities, Continuing Operations [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_NetCashProvidedByUsedInFinancingActivitiesContinuingOperationsAbstract" xlink:label="loc_us-gaap_NetCashProvidedByUsedInFinancingActivitiesContinuingOperationsAbstract_334A1107B2F3ED60B8AD4DA644519CD3" xlink:type="locator" />
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    <link:label id="lab_jrvr_UnderwritingProfitLossOfOperatingSegments_C32D7A3D424897531DAFE8567A78F8B0_documentation_en-US" xlink:label="lab_jrvr_UnderwritingProfitLossOfOperatingSegments_C32D7A3D424897531DAFE8567A78F8B0" 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_us-gaap_NetInvestmentIncome_F1AA39C679A981955614E8567A7876A9_terseLabel_en-US" xlink:label="lab_us-gaap_NetInvestmentIncome_F1AA39C679A981955614E8567A7876A9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Net investment income</link:label>
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    <link:label id="lab_us-gaap_Goodwill_56DD464E53980B8EC19EE8567A79F4EC_terseLabel_en-US" xlink:label="lab_us-gaap_Goodwill_56DD464E53980B8EC19EE8567A79F4EC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Segment goodwill</link:label>
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    <link:label id="lab_us-gaap_Assets_8176FD9EB32BF7BA17B3E8567A795A5A_verboseLabel_en-US" xlink:label="lab_us-gaap_Assets_8176FD9EB32BF7BA17B3E8567A795A5A" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Segment assets</link:label>
    <link:label id="lab_us-gaap_Assets_8176FD9EB32BF7BA17B3E8567A795A5A_label_en-US" xlink:label="lab_us-gaap_Assets_8176FD9EB32BF7BA17B3E8567A795A5A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Assets</link:label>
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    <link:label id="lab_us-gaap_NumberOfReportableSegments_C2B090316D1C550A988CE85877A36A0D_verboseLabel_en-US" xlink:label="lab_us-gaap_NumberOfReportableSegments_C2B090316D1C550A988CE85877A36A0D" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Number of reportable segments</link:label>
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    <link:label id="lab_jrvr_FeeIncome_2A22F46C590F92CF85B2E85877A46798_verboseLabel_en-US" xlink:label="lab_jrvr_FeeIncome_2A22F46C590F92CF85B2E85877A46798" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Fee income in Excess and Surplus Lines segment</link:label>
    <link:label id="lab_jrvr_FeeIncome_2A22F46C590F92CF85B2E85877A46798_label_en-US" xlink:label="lab_jrvr_FeeIncome_2A22F46C590F92CF85B2E85877A46798" 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_2A22F46C590F92CF85B2E85877A46798_documentation_en-US" xlink:label="lab_jrvr_FeeIncome_2A22F46C590F92CF85B2E85877A46798" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents amount of fee income .</link:label>
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    <link:label id="lab_us-gaap_InvestmentTextBlock_1A650D0C259733EF7D1DE8567B5A4088_verboseLabel_en-US" xlink:label="lab_us-gaap_InvestmentTextBlock_1A650D0C259733EF7D1DE8567B5A4088" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Investments</link:label>
    <link:label id="lab_us-gaap_InvestmentTextBlock_1A650D0C259733EF7D1DE8567B5A4088_label_en-US" xlink:label="lab_us-gaap_InvestmentTextBlock_1A650D0C259733EF7D1DE8567B5A4088" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investment [Text Block]</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_InvestmentTextBlock_1A650D0C259733EF7D1DE8567B5A4088" xlink:to="lab_us-gaap_InvestmentTextBlock_1A650D0C259733EF7D1DE8567B5A4088" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfAvailableForSaleSecuritiesReconciliationTableTextBlock_59CBA31F06D006EDD677E8567AF95A75_verboseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfAvailableForSaleSecuritiesReconciliationTableTextBlock_59CBA31F06D006EDD677E8567AF95A75" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Schedule of summary of available-for-sale investments</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_ScheduleOfAvailableForSaleSecuritiesReconciliationTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfAvailableForSaleSecuritiesReconciliationTableTextBlock_59CBA31F06D006EDD677E8567AF95A75" xlink:type="locator" />
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    <link:label id="lab_us-gaap_InvestmentsClassifiedByContractualMaturityDateTableTextBlock_EE3DF279FAAA98EC47E8E8567AF967C3_verboseLabel_en-US" xlink:label="lab_us-gaap_InvestmentsClassifiedByContractualMaturityDateTableTextBlock_EE3DF279FAAA98EC47E8E8567AF967C3" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Schedule of summary of available-for-sale investments by contractual maturity</link:label>
    <link:label id="lab_us-gaap_InvestmentsClassifiedByContractualMaturityDateTableTextBlock_EE3DF279FAAA98EC47E8E8567AF967C3_label_en-US" xlink:label="lab_us-gaap_InvestmentsClassifiedByContractualMaturityDateTableTextBlock_EE3DF279FAAA98EC47E8E8567AF967C3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investments Classified by Contractual Maturity Date [Table Text Block]</link:label>
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    <link:label id="lab_us-gaap_DebtSecuritiesAvailableForSaleTableTextBlock_97B5CCBAC2A6A11CD8C0E8567AF9C5BF_verboseLabel_en-US" xlink:label="lab_us-gaap_DebtSecuritiesAvailableForSaleTableTextBlock_97B5CCBAC2A6A11CD8C0E8567AF9C5BF" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Schedule of gross unrealized losses and fair value for available-for-sale securities</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_DebtSecuritiesAvailableForSaleTableTextBlock" xlink:label="loc_us-gaap_DebtSecuritiesAvailableForSaleTableTextBlock_97B5CCBAC2A6A11CD8C0E8567AF9C5BF" xlink:type="locator" />
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    <link:label id="lab_jrvr_OtherInvestedAssetTableTextBlock_3E9FC8CC4F30DEB2C591E8567AF9CB07_verboseLabel_en-US" xlink:label="lab_jrvr_OtherInvestedAssetTableTextBlock_3E9FC8CC4F30DEB2C591E8567AF9CB07" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Schedule of other invested assets</link:label>
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    <link:label id="lab_jrvr_OtherInvestedAssetTableTextBlock_3E9FC8CC4F30DEB2C591E8567AF9CB07_documentation_en-US" xlink:label="lab_jrvr_OtherInvestedAssetTableTextBlock_3E9FC8CC4F30DEB2C591E8567AF9CB07" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Tabular disclosure of other invested assets consisting of private debt and equity investments.</link:label>
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    <link:label id="lab_us-gaap_DeferredPolicyAcquisitionCostAmortizationExpense_E8078D3C18C6BF8DDDF64FBB2FB158D9_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredPolicyAcquisitionCostAmortizationExpense_E8078D3C18C6BF8DDDF64FBB2FB158D9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Amortization of policy acquisition costs</link:label>
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    <link:label id="lab_jrvr_UnderwritingProfit_9A51842D430F83878ED5E8567B68549B_label_en-US" xlink:label="lab_jrvr_UnderwritingProfit_9A51842D430F83878ED5E8567B68549B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Underwriting Profit</link:label>
    <link:label id="lab_jrvr_UnderwritingProfit_9A51842D430F83878ED5E8567B68549B_documentation_en-US" xlink:label="lab_jrvr_UnderwritingProfit_9A51842D430F83878ED5E8567B68549B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents amount of underwriting profit.</link:label>
    <link:loc xlink:href="jrvr-20190630.xsd#jrvr_UnderwritingProfit" xlink:label="loc_jrvr_UnderwritingProfit_9A51842D430F83878ED5E8567B68549B" xlink:type="locator" />
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    <link:label id="lab_jrvr_OtherIncomeAndExpenses_071AFF0B895EF4F139CFE8567B68955C_verboseLabel_en-US" xlink:label="lab_jrvr_OtherIncomeAndExpenses_071AFF0B895EF4F139CFE8567B68955C" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Other income and expenses</link:label>
    <link:label id="lab_jrvr_OtherIncomeAndExpenses_071AFF0B895EF4F139CFE8567B68955C_label_en-US" xlink:label="lab_jrvr_OtherIncomeAndExpenses_071AFF0B895EF4F139CFE8567B68955C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Income And Expenses</link:label>
    <link:label id="lab_jrvr_OtherIncomeAndExpenses_071AFF0B895EF4F139CFE8567B68955C_documentation_en-US" xlink:label="lab_jrvr_OtherIncomeAndExpenses_071AFF0B895EF4F139CFE8567B68955C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents other income and expenses.</link:label>
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    <link:label id="lab_us-gaap_InterestExpense_532B2E258FCE982E00BCE8567B681004_negatedLabel_en-US" xlink:label="lab_us-gaap_InterestExpense_532B2E258FCE982E00BCE8567B681004" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Interest expense</link:label>
    <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_532B2E258FCE982E00BCE8567B681004" xlink:type="locator" />
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    <link:label id="lab_jrvr_ScheduleOfAcquiredIntangibleAssetsTable_0C3336DE58CC03E2E55BE8567AD1FDAD_terseLabel_en-US" xlink:label="lab_jrvr_ScheduleOfAcquiredIntangibleAssetsTable_0C3336DE58CC03E2E55BE8567AD1FDAD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule Of Acquired Intangible Assets [Table]</link:label>
    <link:label id="lab_jrvr_ScheduleOfAcquiredIntangibleAssetsTable_0C3336DE58CC03E2E55BE8567AD1FDAD_label_en-US" xlink:label="lab_jrvr_ScheduleOfAcquiredIntangibleAssetsTable_0C3336DE58CC03E2E55BE8567AD1FDAD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule Of Acquired Intangible Assets [Table]</link:label>
    <link:label id="lab_jrvr_ScheduleOfAcquiredIntangibleAssetsTable_0C3336DE58CC03E2E55BE8567AD1FDAD_documentation_en-US" xlink:label="lab_jrvr_ScheduleOfAcquiredIntangibleAssetsTable_0C3336DE58CC03E2E55BE8567AD1FDAD" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the tabular information related to intangible assets acquired in the acquisition.</link:label>
    <link:loc xlink:href="jrvr-20190630.xsd#jrvr_ScheduleOfAcquiredIntangibleAssetsTable" xlink:label="loc_jrvr_ScheduleOfAcquiredIntangibleAssetsTable_0C3336DE58CC03E2E55BE8567AD1FDAD" xlink:type="locator" />
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    <link:label id="lab_us-gaap_FiniteLivedIntangibleAssetsByMajorClassAxis_09353AC5C7EF8EA4C87BE8567AD1571D_terseLabel_en-US" xlink:label="lab_us-gaap_FiniteLivedIntangibleAssetsByMajorClassAxis_09353AC5C7EF8EA4C87BE8567AD1571D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Finite-Lived Intangible Assets by Major Class [Axis]</link:label>
    <link:label id="lab_us-gaap_FiniteLivedIntangibleAssetsByMajorClassAxis_09353AC5C7EF8EA4C87BE8567AD1571D_label_en-US" xlink:label="lab_us-gaap_FiniteLivedIntangibleAssetsByMajorClassAxis_09353AC5C7EF8EA4C87BE8567AD1571D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Finite-Lived Intangible Assets by Major Class [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_FiniteLivedIntangibleAssetsByMajorClassAxis" xlink:label="loc_us-gaap_FiniteLivedIntangibleAssetsByMajorClassAxis_09353AC5C7EF8EA4C87BE8567AD1571D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FiniteLivedIntangibleAssetsByMajorClassAxis_09353AC5C7EF8EA4C87BE8567AD1571D" xlink:to="lab_us-gaap_FiniteLivedIntangibleAssetsByMajorClassAxis_09353AC5C7EF8EA4C87BE8567AD1571D" xlink:type="arc" />
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    <link:label id="lab_us-gaap_FiniteLivedIntangibleAssetsMajorClassNameDomain_436DF9C63BC303975B09E8567AD153C9_label_en-US" xlink:label="lab_us-gaap_FiniteLivedIntangibleAssetsMajorClassNameDomain_436DF9C63BC303975B09E8567AD153C9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Finite-Lived Intangible Assets, Major Class Name [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_FiniteLivedIntangibleAssetsMajorClassNameDomain" xlink:label="loc_us-gaap_FiniteLivedIntangibleAssetsMajorClassNameDomain_436DF9C63BC303975B09E8567AD153C9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FiniteLivedIntangibleAssetsMajorClassNameDomain_436DF9C63BC303975B09E8567AD153C9" xlink:to="lab_us-gaap_FiniteLivedIntangibleAssetsMajorClassNameDomain_436DF9C63BC303975B09E8567AD153C9" xlink:type="arc" />
    <link:label id="lab_jrvr_BrokerRelationshipsMember_8C3BCA566D4764B7A9CDE8567AD1146D_verboseLabel_en-US" xlink:label="lab_jrvr_BrokerRelationshipsMember_8C3BCA566D4764B7A9CDE8567AD1146D" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Broker relationships</link:label>
    <link:label id="lab_jrvr_BrokerRelationshipsMember_8C3BCA566D4764B7A9CDE8567AD1146D_label_en-US" xlink:label="lab_jrvr_BrokerRelationshipsMember_8C3BCA566D4764B7A9CDE8567AD1146D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Broker Relationships [Member]</link:label>
    <link:label id="lab_jrvr_BrokerRelationshipsMember_8C3BCA566D4764B7A9CDE8567AD1146D_documentation_en-US" xlink:label="lab_jrvr_BrokerRelationshipsMember_8C3BCA566D4764B7A9CDE8567AD1146D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information related to broker relationships.</link:label>
    <link:loc xlink:href="jrvr-20190630.xsd#jrvr_BrokerRelationshipsMember" xlink:label="loc_jrvr_BrokerRelationshipsMember_8C3BCA566D4764B7A9CDE8567AD1146D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_BrokerRelationshipsMember_8C3BCA566D4764B7A9CDE8567AD1146D" xlink:to="lab_jrvr_BrokerRelationshipsMember_8C3BCA566D4764B7A9CDE8567AD1146D" xlink:type="arc" />
    <link:label id="lab_us-gaap_IndefiniteLivedIntangibleAssetsByMajorClassAxis_4EE1F1585493AAB2B7B6E8567AD22E5A_terseLabel_en-US" xlink:label="lab_us-gaap_IndefiniteLivedIntangibleAssetsByMajorClassAxis_4EE1F1585493AAB2B7B6E8567AD22E5A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Indefinite-lived Intangible Assets [Axis]</link:label>
    <link:label id="lab_us-gaap_IndefiniteLivedIntangibleAssetsByMajorClassAxis_4EE1F1585493AAB2B7B6E8567AD22E5A_label_en-US" xlink:label="lab_us-gaap_IndefiniteLivedIntangibleAssetsByMajorClassAxis_4EE1F1585493AAB2B7B6E8567AD22E5A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Indefinite-lived Intangible Assets [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_IndefiniteLivedIntangibleAssetsByMajorClassAxis" xlink:label="loc_us-gaap_IndefiniteLivedIntangibleAssetsByMajorClassAxis_4EE1F1585493AAB2B7B6E8567AD22E5A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IndefiniteLivedIntangibleAssetsByMajorClassAxis_4EE1F1585493AAB2B7B6E8567AD22E5A" xlink:to="lab_us-gaap_IndefiniteLivedIntangibleAssetsByMajorClassAxis_4EE1F1585493AAB2B7B6E8567AD22E5A" xlink:type="arc" />
    <link:label id="lab_us-gaap_IndefiniteLivedIntangibleAssetsMajorClassNameDomain_AE640F4B8EBC36BA1B18E8567AD28ACF_terseLabel_en-US" xlink:label="lab_us-gaap_IndefiniteLivedIntangibleAssetsMajorClassNameDomain_AE640F4B8EBC36BA1B18E8567AD28ACF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Indefinite-lived Intangible Assets, Major Class Name [Domain]</link:label>
    <link:label id="lab_us-gaap_IndefiniteLivedIntangibleAssetsMajorClassNameDomain_AE640F4B8EBC36BA1B18E8567AD28ACF_label_en-US" xlink:label="lab_us-gaap_IndefiniteLivedIntangibleAssetsMajorClassNameDomain_AE640F4B8EBC36BA1B18E8567AD28ACF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Indefinite-lived Intangible Assets, Major Class Name [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_IndefiniteLivedIntangibleAssetsMajorClassNameDomain" xlink:label="loc_us-gaap_IndefiniteLivedIntangibleAssetsMajorClassNameDomain_AE640F4B8EBC36BA1B18E8567AD28ACF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IndefiniteLivedIntangibleAssetsMajorClassNameDomain_AE640F4B8EBC36BA1B18E8567AD28ACF" xlink:to="lab_us-gaap_IndefiniteLivedIntangibleAssetsMajorClassNameDomain_AE640F4B8EBC36BA1B18E8567AD28ACF" xlink:type="arc" />
    <link:label id="lab_us-gaap_TrademarksMember_E7CE9BE6D3C56EDC9AC8E8567AD2B609_verboseLabel_en-US" xlink:label="lab_us-gaap_TrademarksMember_E7CE9BE6D3C56EDC9AC8E8567AD2B609" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Trademarks</link:label>
    <link:label id="lab_us-gaap_TrademarksMember_E7CE9BE6D3C56EDC9AC8E8567AD2B609_label_en-US" xlink:label="lab_us-gaap_TrademarksMember_E7CE9BE6D3C56EDC9AC8E8567AD2B609" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Trademarks [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_TrademarksMember" xlink:label="loc_us-gaap_TrademarksMember_E7CE9BE6D3C56EDC9AC8E8567AD2B609" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LicensingAgreementsMember_35B61331E60155C8801FE8567AD39F7F_verboseLabel_en-US" xlink:label="lab_us-gaap_LicensingAgreementsMember_35B61331E60155C8801FE8567AD39F7F" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Insurance licenses and authorities</link:label>
    <link:label id="lab_us-gaap_LicensingAgreementsMember_35B61331E60155C8801FE8567AD39F7F_label_en-US" xlink:label="lab_us-gaap_LicensingAgreementsMember_35B61331E60155C8801FE8567AD39F7F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Licensing Agreements [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LicensingAgreementsMember" xlink:label="loc_us-gaap_LicensingAgreementsMember_35B61331E60155C8801FE8567AD39F7F" xlink:type="locator" />
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    <link:label id="lab_jrvr_AcquiredIntangibleAssetsLineItems_467516EB245915DF9032E8567AD38EAE_terseLabel_en-US" xlink:label="lab_jrvr_AcquiredIntangibleAssetsLineItems_467516EB245915DF9032E8567AD38EAE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Acquired Intangible Assets [Line Items]</link:label>
    <link:label id="lab_jrvr_AcquiredIntangibleAssetsLineItems_467516EB245915DF9032E8567AD38EAE_label_en-US" xlink:label="lab_jrvr_AcquiredIntangibleAssetsLineItems_467516EB245915DF9032E8567AD38EAE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Acquired Intangible Assets [Line Items]</link:label>
    <link:label id="lab_jrvr_AcquiredIntangibleAssetsLineItems_467516EB245915DF9032E8567AD38EAE_documentation_en-US" xlink:label="lab_jrvr_AcquiredIntangibleAssetsLineItems_467516EB245915DF9032E8567AD38EAE" 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-20190630.xsd#jrvr_AcquiredIntangibleAssetsLineItems" xlink:label="loc_jrvr_AcquiredIntangibleAssetsLineItems_467516EB245915DF9032E8567AD38EAE" xlink:type="locator" />
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    <link:label id="lab_us-gaap_IndefiniteLivedIntangibleAssetsExcludingGoodwill_E92CCA8E9F6D4BFDA4ADE8567AD3FAA5_verboseLabel_en-US" xlink:label="lab_us-gaap_IndefiniteLivedIntangibleAssetsExcludingGoodwill_E92CCA8E9F6D4BFDA4ADE8567AD3FAA5" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Identifiable intangibles not subject to amortization</link:label>
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    <link:label id="lab_jrvr_RenewableEnergyBridgeFinancingNotesMember_FED989AE8A530654A8FF48F3C4436A94_terseLabel_en-US" xlink:label="lab_jrvr_RenewableEnergyBridgeFinancingNotesMember_FED989AE8A530654A8FF48F3C4436A94" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Renewable energy notes receivable</link:label>
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    <link:label id="lab_jrvr_RenewableEnergyBridgeFinancingNotesMember_FED989AE8A530654A8FF48F3C4436A94_documentation_en-US" xlink:label="lab_jrvr_RenewableEnergyBridgeFinancingNotesMember_FED989AE8A530654A8FF48F3C4436A94" 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_PartnershipInterestMember_264C5AEBE5A53B878DC248F3C444964E_verboseLabel_en-US" xlink:label="lab_srt_PartnershipInterestMember_264C5AEBE5A53B878DC248F3C444964E" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Limited partnerships</link:label>
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    <link:label id="lab_jrvr_BankHoldingCompaniesMember_84F5218AB8546A1D48C548F3C44458A9_terseLabel_en-US" xlink:label="lab_jrvr_BankHoldingCompaniesMember_84F5218AB8546A1D48C548F3C44458A9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Bank holding companies</link:label>
    <link:label id="lab_jrvr_BankHoldingCompaniesMember_84F5218AB8546A1D48C548F3C44458A9_label_en-US" xlink:label="lab_jrvr_BankHoldingCompaniesMember_84F5218AB8546A1D48C548F3C44458A9" 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_84F5218AB8546A1D48C548F3C44458A9_documentation_en-US" xlink:label="lab_jrvr_BankHoldingCompaniesMember_84F5218AB8546A1D48C548F3C44458A9" 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_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems_6C65861645ACCC9CFBA048F3C444A63C_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems_6C65861645ACCC9CFBA048F3C444A63C" 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_6C65861645ACCC9CFBA048F3C444A63C_label_en-US" xlink:label="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems_6C65861645ACCC9CFBA048F3C444A63C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Investment Income [Line Items]</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_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems_6C65861645ACCC9CFBA048F3C444A63C" xlink:to="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems_6C65861645ACCC9CFBA048F3C444A63C" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherInvestments_E81AD5A4972493FDBF9048F3C44404C2_terseLabel_en-US" xlink:label="lab_us-gaap_OtherInvestments_E81AD5A4972493FDBF9048F3C44404C2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Total other invested assets</link:label>
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    <link:label id="lab_us-gaap_InvestmentIncomeNet_49655F373D304BEC97CD48F3C444E4DD_label_en-US" xlink:label="lab_us-gaap_InvestmentIncomeNet_49655F373D304BEC97CD48F3C444E4DD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investment Income, Net</link:label>
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    <link:label id="lab_us-gaap_EquityMethodInvestmentOwnershipPercentage_95CA7CEA98096F89830D48F3C445133A_terseLabel_en-US" xlink:label="lab_us-gaap_EquityMethodInvestmentOwnershipPercentage_95CA7CEA98096F89830D48F3C445133A" 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_95CA7CEA98096F89830D48F3C445133A_label_en-US" xlink:label="lab_us-gaap_EquityMethodInvestmentOwnershipPercentage_95CA7CEA98096F89830D48F3C445133A" 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_95CA7CEA98096F89830D48F3C445133A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EquityMethodInvestmentOwnershipPercentage_95CA7CEA98096F89830D48F3C445133A" xlink:to="lab_us-gaap_EquityMethodInvestmentOwnershipPercentage_95CA7CEA98096F89830D48F3C445133A" xlink:type="arc" />
    <link:label id="lab_us-gaap_EquityMethodInvestmentDividendsOrDistributions_D24AC2360A536713889948F3C4459C9F_terseLabel_en-US" xlink:label="lab_us-gaap_EquityMethodInvestmentDividendsOrDistributions_D24AC2360A536713889948F3C4459C9F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cash distributions from LLCs</link:label>
    <link:label id="lab_us-gaap_EquityMethodInvestmentDividendsOrDistributions_D24AC2360A536713889948F3C4459C9F_label_en-US" xlink:label="lab_us-gaap_EquityMethodInvestmentDividendsOrDistributions_D24AC2360A536713889948F3C4459C9F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Proceeds from Equity Method Investment, Distribution</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_EquityMethodInvestmentDividendsOrDistributions" xlink:label="loc_us-gaap_EquityMethodInvestmentDividendsOrDistributions_D24AC2360A536713889948F3C4459C9F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EquityMethodInvestmentDividendsOrDistributions_D24AC2360A536713889948F3C4459C9F" xlink:to="lab_us-gaap_EquityMethodInvestmentDividendsOrDistributions_D24AC2360A536713889948F3C4459C9F" xlink:type="arc" />
    <link:label id="lab_us-gaap_InvestmentInterestRate_9AD4F1C6F942BD02410848F3C4457250_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentInterestRate_9AD4F1C6F942BD02410848F3C4457250" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Rate of interest</link:label>
    <link:label id="lab_us-gaap_InvestmentInterestRate_9AD4F1C6F942BD02410848F3C4457250_label_en-US" xlink:label="lab_us-gaap_InvestmentInterestRate_9AD4F1C6F942BD02410848F3C4457250" 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_9AD4F1C6F942BD02410848F3C4457250" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentInterestRate_9AD4F1C6F942BD02410848F3C4457250" xlink:to="lab_us-gaap_InvestmentInterestRate_9AD4F1C6F942BD02410848F3C4457250" xlink:type="arc" />
    <link:label id="lab_jrvr_CarryingValuesOfLimitedPartnershipsHeld_8077AD95AC715798BCAE48F3C445ECCC_terseLabel_en-US" xlink:label="lab_jrvr_CarryingValuesOfLimitedPartnershipsHeld_8077AD95AC715798BCAE48F3C445ECCC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Carrying values of limited partnerships held</link:label>
    <link:label id="lab_jrvr_CarryingValuesOfLimitedPartnershipsHeld_8077AD95AC715798BCAE48F3C445ECCC_label_en-US" xlink:label="lab_jrvr_CarryingValuesOfLimitedPartnershipsHeld_8077AD95AC715798BCAE48F3C445ECCC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Carrying Values Of Limited Partnerships Held</link:label>
    <link:label id="lab_jrvr_CarryingValuesOfLimitedPartnershipsHeld_8077AD95AC715798BCAE48F3C445ECCC_documentation_en-US" xlink:label="lab_jrvr_CarryingValuesOfLimitedPartnershipsHeld_8077AD95AC715798BCAE48F3C445ECCC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents carrying values of limited partnerships held across segments.</link:label>
    <link:loc xlink:href="jrvr-20190630.xsd#jrvr_CarryingValuesOfLimitedPartnershipsHeld" xlink:label="loc_jrvr_CarryingValuesOfLimitedPartnershipsHeld_8077AD95AC715798BCAE48F3C445ECCC" xlink:type="locator" />
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    <link:label id="lab_us-gaap_IncomeLossFromEquityMethodInvestments_7BF7F41E5471E7D9559F48F3C4455852_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeLossFromEquityMethodInvestments_7BF7F41E5471E7D9559F48F3C4455852" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Investment income (loss)</link:label>
    <link:label id="lab_us-gaap_IncomeLossFromEquityMethodInvestments_7BF7F41E5471E7D9559F48F3C4455852_label_en-US" xlink:label="lab_us-gaap_IncomeLossFromEquityMethodInvestments_7BF7F41E5471E7D9559F48F3C4455852" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income (Loss) from Equity Method Investments</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_IncomeLossFromEquityMethodInvestments" xlink:label="loc_us-gaap_IncomeLossFromEquityMethodInvestments_7BF7F41E5471E7D9559F48F3C4455852" xlink:type="locator" />
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    <link:label id="lab_jrvr_CommitmenttoInvestmentInLimitedPartnership_940E23659B6F137DA6EC48F3C4452EF7_terseLabel_en-US" xlink:label="lab_jrvr_CommitmenttoInvestmentInLimitedPartnership_940E23659B6F137DA6EC48F3C4452EF7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Commitment to Investment In Limited Partnership</link:label>
    <link:label id="lab_jrvr_CommitmenttoInvestmentInLimitedPartnership_940E23659B6F137DA6EC48F3C4452EF7_label_en-US" xlink:label="lab_jrvr_CommitmenttoInvestmentInLimitedPartnership_940E23659B6F137DA6EC48F3C4452EF7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Commitment to Investment In Limited Partnership</link:label>
    <link:label id="lab_jrvr_CommitmenttoInvestmentInLimitedPartnership_940E23659B6F137DA6EC48F3C4452EF7_documentation_en-US" xlink:label="lab_jrvr_CommitmenttoInvestmentInLimitedPartnership_940E23659B6F137DA6EC48F3C4452EF7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents commitment to investment in a limited partnership.</link:label>
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    <link:label id="lab_jrvr_PaymentsToAcquirePrivateSubordinatedDebt_4494F00F9A3E0E41AC3648F3C4461F1F_terseLabel_en-US" xlink:label="lab_jrvr_PaymentsToAcquirePrivateSubordinatedDebt_4494F00F9A3E0E41AC3648F3C4461F1F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Investment in private subordinated notes</link:label>
    <link:label id="lab_jrvr_PaymentsToAcquirePrivateSubordinatedDebt_4494F00F9A3E0E41AC3648F3C4461F1F_label_en-US" xlink:label="lab_jrvr_PaymentsToAcquirePrivateSubordinatedDebt_4494F00F9A3E0E41AC3648F3C4461F1F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments To Acquire Private Subordinated Debt</link:label>
    <link:label id="lab_jrvr_PaymentsToAcquirePrivateSubordinatedDebt_4494F00F9A3E0E41AC3648F3C4461F1F_documentation_en-US" xlink:label="lab_jrvr_PaymentsToAcquirePrivateSubordinatedDebt_4494F00F9A3E0E41AC3648F3C4461F1F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents payments to acquire private subordinated debt.</link:label>
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