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    <link:label id="lab_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_8CCCE465D4DAF49FE410E8567A80F50A_documentation_en-US" xlink:label="lab_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_AA097D58064654F680C23448D8D43717" 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-20190930.xsd#jrvr_CommercialMortgageAndAssetBackedAmortizedCost" xlink:label="loc_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_AA097D58064654F680C23448D8D43717" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_AA097D58064654F680C23448D8D43717" xlink:to="lab_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_AA097D58064654F680C23448D8D43717" xlink:type="arc" />
    <link:label id="lab_jrvr_RedeemablePreferredStockAmortizedCost_6AAE078AAF47DD090A37E8567A80D97D_verboseLabel_en-US" xlink:label="lab_jrvr_RedeemablePreferredStockAmortizedCost_FB7832CA5AD45B95AD527E3E7F8ED77E" 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_FB7832CA5AD45B95AD527E3E7F8ED77E" 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_FB7832CA5AD45B95AD527E3E7F8ED77E" 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-20190930.xsd#jrvr_RedeemablePreferredStockAmortizedCost" xlink:label="loc_jrvr_RedeemablePreferredStockAmortizedCost_FB7832CA5AD45B95AD527E3E7F8ED77E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_RedeemablePreferredStockAmortizedCost_FB7832CA5AD45B95AD527E3E7F8ED77E" xlink:to="lab_jrvr_RedeemablePreferredStockAmortizedCost_FB7832CA5AD45B95AD527E3E7F8ED77E" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleDebtSecuritiesAmortizedCostBasis_1112DB20B76096B8E891E8567A801B55_totalLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleDebtSecuritiesAmortizedCostBasis_3D189A5BEFFC57699EE58C3C0A56EF03" 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_3D189A5BEFFC57699EE58C3C0A56EF03" 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_3D189A5BEFFC57699EE58C3C0A56EF03" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleDebtSecuritiesAmortizedCostBasis_3D189A5BEFFC57699EE58C3C0A56EF03" xlink:to="lab_us-gaap_AvailableForSaleDebtSecuritiesAmortizedCostBasis_3D189A5BEFFC57699EE58C3C0A56EF03" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract_5C77B3183A0EECB41271E8567A800D40_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract_EA38ABB85C3D5CA9A72E94020B559921" 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_EA38ABB85C3D5CA9A72E94020B559921" 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_EA38ABB85C3D5CA9A72E94020B559921" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract_EA38ABB85C3D5CA9A72E94020B559921" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract_EA38ABB85C3D5CA9A72E94020B559921" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_5A847356C6F4E5D9CB4AE8567A814423_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_6D529821A0E350DCABCC92FAD134AFF7" 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_6D529821A0E350DCABCC92FAD134AFF7" 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_6D529821A0E350DCABCC92FAD134AFF7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_6D529821A0E350DCABCC92FAD134AFF7" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_6D529821A0E350DCABCC92FAD134AFF7" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_A6176CE6343120C0A14DE8567A8141EF_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_B99CAAE4A3535D00AC3E24877BC8F36F" 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_B99CAAE4A3535D00AC3E24877BC8F36F" 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_B99CAAE4A3535D00AC3E24877BC8F36F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_B99CAAE4A3535D00AC3E24877BC8F36F" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_B99CAAE4A3535D00AC3E24877BC8F36F" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue_BF15390E69BCB14C130AE8567A819063_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue_2F995F8ABB105C1F83EB2BFBED4100F0" 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_2F995F8ABB105C1F83EB2BFBED4100F0" 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_2F995F8ABB105C1F83EB2BFBED4100F0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue_2F995F8ABB105C1F83EB2BFBED4100F0" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue_2F995F8ABB105C1F83EB2BFBED4100F0" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_BD74477881C5FB90EA57E8567A816AAE_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_A802058CDF4F5E2C945A38F0042D0347" 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_A802058CDF4F5E2C945A38F0042D0347" 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_A802058CDF4F5E2C945A38F0042D0347" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_A802058CDF4F5E2C945A38F0042D0347" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_A802058CDF4F5E2C945A38F0042D0347" xlink:type="arc" />
    <link:label id="lab_jrvr_ResidentialMortgageBackedFairValue_B23FA9E52A408357FC37E8567A8136C2_verboseLabel_en-US" xlink:label="lab_jrvr_ResidentialMortgageBackedFairValue_8D05590BE95E536382AB6FEA222CBF6D" 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_8D05590BE95E536382AB6FEA222CBF6D" 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_8D05590BE95E536382AB6FEA222CBF6D" 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-20190930.xsd#jrvr_ResidentialMortgageBackedFairValue" xlink:label="loc_jrvr_ResidentialMortgageBackedFairValue_8D05590BE95E536382AB6FEA222CBF6D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ResidentialMortgageBackedFairValue_8D05590BE95E536382AB6FEA222CBF6D" xlink:to="lab_jrvr_ResidentialMortgageBackedFairValue_8D05590BE95E536382AB6FEA222CBF6D" xlink:type="arc" />
    <link:label id="lab_jrvr_CommercialMortgageAndAssetBackedFairValue_F91545FD6F04F6E83073E8567A8283E0_verboseLabel_en-US" xlink:label="lab_jrvr_CommercialMortgageAndAssetBackedFairValue_A041CB5D84195CC28754D2542F262124" 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_A041CB5D84195CC28754D2542F262124" 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_A041CB5D84195CC28754D2542F262124" 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-20190930.xsd#jrvr_CommercialMortgageAndAssetBackedFairValue" xlink:label="loc_jrvr_CommercialMortgageAndAssetBackedFairValue_A041CB5D84195CC28754D2542F262124" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_CommercialMortgageAndAssetBackedFairValue_A041CB5D84195CC28754D2542F262124" xlink:to="lab_jrvr_CommercialMortgageAndAssetBackedFairValue_A041CB5D84195CC28754D2542F262124" xlink:type="arc" />
    <link:label id="lab_jrvr_RedeemablePreferredStockFairValue_64C7C094F590A27274B5E8567A826553_verboseLabel_en-US" xlink:label="lab_jrvr_RedeemablePreferredStockFairValue_B23968F725C05FABB53391026D836CDD" 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_B23968F725C05FABB53391026D836CDD" 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_B23968F725C05FABB53391026D836CDD" 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-20190930.xsd#jrvr_RedeemablePreferredStockFairValue" xlink:label="loc_jrvr_RedeemablePreferredStockFairValue_B23968F725C05FABB53391026D836CDD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_RedeemablePreferredStockFairValue_B23968F725C05FABB53391026D836CDD" xlink:to="lab_jrvr_RedeemablePreferredStockFairValue_B23968F725C05FABB53391026D836CDD" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtSecurities_645D1A8B947EA85D54B7E8567A827BA5_totalLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtSecurities_74F2950D6934592C97CEF20787076637" 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_74F2950D6934592C97CEF20787076637" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtSecurities_74F2950D6934592C97CEF20787076637" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtSecurities_74F2950D6934592C97CEF20787076637" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfGainLossOnInvestmentsTable_7F8ED099DFFA54F82A1241FEF957CED1_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfGainLossOnInvestmentsTable_7F8ED099DFFA54F82A1241FEF957CED1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Gain (Loss) on Securities [Table]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfGainLossOnInvestmentsTable_7F8ED099DFFA54F82A1241FEF957CED1_label_en-US" xlink:label="lab_us-gaap_ScheduleOfGainLossOnInvestmentsTable_7F8ED099DFFA54F82A1241FEF957CED1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Gain (Loss) on Securities [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ScheduleOfGainLossOnInvestmentsTable" xlink:label="loc_us-gaap_ScheduleOfGainLossOnInvestmentsTable_7F8ED099DFFA54F82A1241FEF957CED1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfGainLossOnInvestmentsTable_7F8ED099DFFA54F82A1241FEF957CED1" xlink:to="lab_us-gaap_ScheduleOfGainLossOnInvestmentsTable_7F8ED099DFFA54F82A1241FEF957CED1" xlink:type="arc" />
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    <link:label id="lab_jrvr_PercentageOfAvailableForSaleDebtSecurities_44FB2807F83A914F34D741FEF95AF722_verboseLabel_en-US" xlink:label="lab_jrvr_PercentageOfAvailableForSaleDebtSecurities_44FB2807F83A914F34D741FEF95AF722" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Percentage of available for sale securities</link:label>
    <link:label id="lab_jrvr_PercentageOfAvailableForSaleDebtSecurities_44FB2807F83A914F34D741FEF95AF722_label_en-US" xlink:label="lab_jrvr_PercentageOfAvailableForSaleDebtSecurities_44FB2807F83A914F34D741FEF95AF722" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Percentage Of Available For Sale Debt Securities</link:label>
    <link:label id="lab_jrvr_PercentageOfAvailableForSaleDebtSecurities_44FB2807F83A914F34D741FEF95AF722_documentation_en-US" xlink:label="lab_jrvr_PercentageOfAvailableForSaleDebtSecurities_44FB2807F83A914F34D741FEF95AF722" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents percentage of available for sale debt securities.</link:label>
    <link:loc xlink:href="jrvr-20190930.xsd#jrvr_PercentageOfAvailableForSaleDebtSecurities" xlink:label="loc_jrvr_PercentageOfAvailableForSaleDebtSecurities_44FB2807F83A914F34D741FEF95AF722" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_PercentageOfAvailableForSaleDebtSecurities_44FB2807F83A914F34D741FEF95AF722" xlink:to="lab_jrvr_PercentageOfAvailableForSaleDebtSecurities_44FB2807F83A914F34D741FEF95AF722" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtSecurities_DC3113503CBF0B98737041FEF95A1F87_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtSecurities_DC3113503CBF0B98737041FEF95A1F87" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Fixed maturity 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_AvailableForSaleSecuritiesDebtSecurities" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtSecurities_DC3113503CBF0B98737041FEF95A1F87" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtSecurities_DC3113503CBF0B98737041FEF95A1F87" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtSecurities_DC3113503CBF0B98737041FEF95A1F87" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedGainLoss_25DA1C9F279122561F7141FEF95BF8BA_terseLabel_en-US" xlink:label="lab_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedGainLoss_25DA1C9F279122561F7141FEF95BF8BA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Aggregate net unrealized gain (loss)</link:label>
    <link:label id="lab_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedGainLoss_25DA1C9F279122561F7141FEF95BF8BA_label_en-US" xlink:label="lab_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedGainLoss_25DA1C9F279122561F7141FEF95BF8BA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Unrealized Gain (Loss)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DebtSecuritiesAvailableForSaleUnrealizedGainLoss" xlink:label="loc_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedGainLoss_25DA1C9F279122561F7141FEF95BF8BA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedGainLoss_25DA1C9F279122561F7141FEF95BF8BA" xlink:to="lab_us-gaap_DebtSecuritiesAvailableForSaleUnrealizedGainLoss_25DA1C9F279122561F7141FEF95BF8BA" xlink:type="arc" />
    <link:label id="lab_jrvr_NumberofImpairedFixedMaturitySecurities_B2A1FE897E56D01C69B641FEF95BA019_terseLabel_en-US" xlink:label="lab_jrvr_NumberofImpairedFixedMaturitySecurities_B2A1FE897E56D01C69B641FEF95BA019" 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_B2A1FE897E56D01C69B641FEF95BA019_label_en-US" xlink:label="lab_jrvr_NumberofImpairedFixedMaturitySecurities_B2A1FE897E56D01C69B641FEF95BA019" 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_B2A1FE897E56D01C69B641FEF95BA019_documentation_en-US" xlink:label="lab_jrvr_NumberofImpairedFixedMaturitySecurities_B2A1FE897E56D01C69B641FEF95BA019" 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-20190930.xsd#jrvr_NumberofImpairedFixedMaturitySecurities" xlink:label="loc_jrvr_NumberofImpairedFixedMaturitySecurities_B2A1FE897E56D01C69B641FEF95BA019" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_NumberofImpairedFixedMaturitySecurities_B2A1FE897E56D01C69B641FEF95BA019" xlink:to="lab_jrvr_NumberofImpairedFixedMaturitySecurities_B2A1FE897E56D01C69B641FEF95BA019" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherThanTemporaryImpairmentLossDebtSecuritiesAvailableForSale_77F33B02F8C45394398841FEF95BB40D_terseLabel_en-US" xlink:label="lab_us-gaap_OtherThanTemporaryImpairmentLossDebtSecuritiesAvailableForSale_77F33B02F8C45394398841FEF95BB40D" 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_77F33B02F8C45394398841FEF95BB40D_label_en-US" xlink:label="lab_us-gaap_OtherThanTemporaryImpairmentLossDebtSecuritiesAvailableForSale_77F33B02F8C45394398841FEF95BB40D" 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_77F33B02F8C45394398841FEF95BB40D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherThanTemporaryImpairmentLossDebtSecuritiesAvailableForSale_77F33B02F8C45394398841FEF95BB40D" xlink:to="lab_us-gaap_OtherThanTemporaryImpairmentLossDebtSecuritiesAvailableForSale_77F33B02F8C45394398841FEF95BB40D" xlink:type="arc" />
    <link:label id="lab_jrvr_NumberOfImpairedLoans_FAE3132BE01FB010A2BF41FEF95BEA9A_terseLabel_en-US" xlink:label="lab_jrvr_NumberOfImpairedLoans_FAE3132BE01FB010A2BF41FEF95BEA9A" 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_FAE3132BE01FB010A2BF41FEF95BEA9A_label_en-US" xlink:label="lab_jrvr_NumberOfImpairedLoans_FAE3132BE01FB010A2BF41FEF95BEA9A" 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_FAE3132BE01FB010A2BF41FEF95BEA9A_documentation_en-US" xlink:label="lab_jrvr_NumberOfImpairedLoans_FAE3132BE01FB010A2BF41FEF95BEA9A" 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-20190930.xsd#jrvr_NumberOfImpairedLoans" xlink:label="loc_jrvr_NumberOfImpairedLoans_FAE3132BE01FB010A2BF41FEF95BEA9A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_NumberOfImpairedLoans_FAE3132BE01FB010A2BF41FEF95BEA9A" xlink:to="lab_jrvr_NumberOfImpairedLoans_FAE3132BE01FB010A2BF41FEF95BEA9A" xlink:type="arc" />
    <link:label id="lab_us-gaap_ImpairedFinancingReceivableWithRelatedAllowanceRecordedInvestment_8516208AAC02B880075041FEF95B3D7A_terseLabel_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableWithRelatedAllowanceRecordedInvestment_8516208AAC02B880075041FEF95B3D7A" 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_8516208AAC02B880075041FEF95B3D7A_label_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableWithRelatedAllowanceRecordedInvestment_8516208AAC02B880075041FEF95B3D7A" 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_8516208AAC02B880075041FEF95B3D7A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ImpairedFinancingReceivableWithRelatedAllowanceRecordedInvestment_8516208AAC02B880075041FEF95B3D7A" xlink:to="lab_us-gaap_ImpairedFinancingReceivableWithRelatedAllowanceRecordedInvestment_8516208AAC02B880075041FEF95B3D7A" xlink:type="arc" />
    <link:label id="lab_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_7730E8BB2C0FA3026ADA41FEF95B63CE_verboseLabel_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_7730E8BB2C0FA3026ADA41FEF95B63CE" 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_7730E8BB2C0FA3026ADA41FEF95B63CE_label_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_7730E8BB2C0FA3026ADA41FEF95B63CE" 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_7730E8BB2C0FA3026ADA41FEF95B63CE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_7730E8BB2C0FA3026ADA41FEF95B63CE" xlink:to="lab_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_7730E8BB2C0FA3026ADA41FEF95B63CE" xlink:type="arc" />
    <link:label id="lab_us-gaap_ImpairedFinancingReceivableRelatedAllowance_C992CC1B27C964E4CD0141FEF95C4094_verboseLabel_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableRelatedAllowance_C992CC1B27C964E4CD0141FEF95C4094" 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_C992CC1B27C964E4CD0141FEF95C4094_label_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableRelatedAllowance_C992CC1B27C964E4CD0141FEF95C4094" 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_C992CC1B27C964E4CD0141FEF95C4094" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ImpairedFinancingReceivableRelatedAllowance_C992CC1B27C964E4CD0141FEF95C4094" xlink:to="lab_us-gaap_ImpairedFinancingReceivableRelatedAllowance_C992CC1B27C964E4CD0141FEF95C4094" xlink:type="arc" />
    <link:label id="lab_us-gaap_RealizedInvestmentGainsLosses_543F78A8EA9C05D8AAA541FEF95CAC86_terseLabel_en-US" xlink:label="lab_us-gaap_RealizedInvestmentGainsLosses_543F78A8EA9C05D8AAA541FEF95CAC86" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Net realized and unrealized (losses) gains on investments</link:label>
    <link:label id="lab_us-gaap_RealizedInvestmentGainsLosses_543F78A8EA9C05D8AAA541FEF95CAC86_label_en-US" xlink:label="lab_us-gaap_RealizedInvestmentGainsLosses_543F78A8EA9C05D8AAA541FEF95CAC86" 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_543F78A8EA9C05D8AAA541FEF95CAC86" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RealizedInvestmentGainsLosses_543F78A8EA9C05D8AAA541FEF95CAC86" xlink:to="lab_us-gaap_RealizedInvestmentGainsLosses_543F78A8EA9C05D8AAA541FEF95CAC86" xlink:type="arc" />
    <link:label id="lab_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_8A501DB0432397A2F3D141FEF95CF842_verboseLabel_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_8A501DB0432397A2F3D141FEF95CF842" 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_8A501DB0432397A2F3D141FEF95CF842_label_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_8A501DB0432397A2F3D141FEF95CF842" 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_8A501DB0432397A2F3D141FEF95CF842" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_8A501DB0432397A2F3D141FEF95CF842" xlink:to="lab_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_8A501DB0432397A2F3D141FEF95CF842" xlink:type="arc" />
    <link:label id="lab_jrvr_ImpairedFinancingReceivableInterestIncome_F446FCD141420096E18141FEF95C3F64_verboseLabel_en-US" xlink:label="lab_jrvr_ImpairedFinancingReceivableInterestIncome_F446FCD141420096E18141FEF95C3F64" 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_F446FCD141420096E18141FEF95C3F64_label_en-US" xlink:label="lab_jrvr_ImpairedFinancingReceivableInterestIncome_F446FCD141420096E18141FEF95C3F64" 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_F446FCD141420096E18141FEF95C3F64_documentation_en-US" xlink:label="lab_jrvr_ImpairedFinancingReceivableInterestIncome_F446FCD141420096E18141FEF95C3F64" 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-20190930.xsd#jrvr_ImpairedFinancingReceivableInterestIncome" xlink:label="loc_jrvr_ImpairedFinancingReceivableInterestIncome_F446FCD141420096E18141FEF95C3F64" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ImpairedFinancingReceivableInterestIncome_F446FCD141420096E18141FEF95C3F64" xlink:to="lab_jrvr_ImpairedFinancingReceivableInterestIncome_F446FCD141420096E18141FEF95C3F64" xlink:type="arc" />
    <link:label id="lab_jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans_8CBB760CD1E21E8F0BA641FEF95C2A21_terseLabel_en-US" xlink:label="lab_jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans_8CBB760CD1E21E8F0BA641FEF95C2A21" 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_8CBB760CD1E21E8F0BA641FEF95C2A21_label_en-US" xlink:label="lab_jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans_8CBB760CD1E21E8F0BA641FEF95C2A21" 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_8CBB760CD1E21E8F0BA641FEF95C2A21_documentation_en-US" xlink:label="lab_jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans_8CBB760CD1E21E8F0BA641FEF95C2A21" 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-20190930.xsd#jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans" xlink:label="loc_jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans_8CBB760CD1E21E8F0BA641FEF95C2A21" xlink:type="locator" />
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    <link:label id="lab_jrvr_CarryingValueOfCollateralizedLoanObligationHeld_D716A1C6FC9B399DCC3641FEF95C0B18_verboseLabel_en-US" xlink:label="lab_jrvr_CarryingValueOfCollateralizedLoanObligationHeld_D716A1C6FC9B399DCC3641FEF95C0B18" 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>
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    <link:label id="lab_us-gaap_FairValueMeasurementsFairValueHierarchyDomain_F1BDC938BC58064071B162AA50134435_label_en-US" xlink:label="lab_us-gaap_FairValueMeasurementsFairValueHierarchyDomain_F1BDC938BC58064071B162AA50134435" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value Hierarchy and NAV [Domain]</link:label>
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    <link:label id="lab_us-gaap_FairValueInputsLevel1Member_8F77032A71C526AC6CA262AA5013EBFF_verboseLabel_en-US" xlink:label="lab_us-gaap_FairValueInputsLevel1Member_8F77032A71C526AC6CA262AA5013EBFF" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Quoted Prices in Active Markets for Identical Assets Level 1</link:label>
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    <link:label id="lab_jrvr_SpecialtyAdmittedInsuranceMember_23FCDAE8D2CEBFEF4AB6F92B07B97693_terseLabel_en-US" xlink:label="lab_jrvr_SpecialtyAdmittedInsuranceMember_23FCDAE8D2CEBFEF4AB6F92B07B97693" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Specialty Admitted Insurance</link:label>
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    <link:label id="lab_jrvr_RestrictedStockUnitDividendEquivalents_FB060EB957E033236E4541B474EE4C95_terseLabel_en-US" xlink:label="lab_jrvr_RestrictedStockUnitDividendEquivalents_FB060EB957E033236E4541B474EE4C95" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Restricted stock unit dividend equivalents</link:label>
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    <link:label id="lab_jrvr_InvestmentInLlcMember_F145B803B338B8F0110341E7F5E3DE73_terseLabel_en-US" xlink:label="lab_jrvr_InvestmentInLlcMember_F145B803B338B8F0110341E7F5E3DE73" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Investment in LLC</link:label>
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    <link:label id="lab_jrvr_RenewableEnergyLlcsMember_53C5AE414E9DCA8708E241E7F5E4EC86_verboseLabel_en-US" xlink:label="lab_jrvr_RenewableEnergyLlcsMember_53C5AE414E9DCA8708E241E7F5E4EC86" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Renewable energy LLCs</link:label>
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    <link:label id="lab_jrvr_RenewableEnergyBridgeFinancingNotesMember_D470B5652C256473209241E7F5E5016F_documentation_en-US" xlink:label="lab_jrvr_RenewableEnergyBridgeFinancingNotesMember_D470B5652C256473209241E7F5E5016F" 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_9CC0BFCD5771B72DDCB741E7F5E5DC58_verboseLabel_en-US" xlink:label="lab_srt_PartnershipInterestMember_9CC0BFCD5771B72DDCB741E7F5E5DC58" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Limited partnerships</link:label>
    <link:label id="lab_srt_PartnershipInterestMember_9CC0BFCD5771B72DDCB741E7F5E5DC58_label_en-US" xlink:label="lab_srt_PartnershipInterestMember_9CC0BFCD5771B72DDCB741E7F5E5DC58" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Partnership Interest [Member]</link:label>
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    <link:label id="lab_jrvr_BankHoldingCompaniesMember_A9CCEB20610E3F02772241E7F5E55A1A_terseLabel_en-US" xlink:label="lab_jrvr_BankHoldingCompaniesMember_A9CCEB20610E3F02772241E7F5E55A1A" 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_A9CCEB20610E3F02772241E7F5E55A1A_label_en-US" xlink:label="lab_jrvr_BankHoldingCompaniesMember_A9CCEB20610E3F02772241E7F5E55A1A" 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_A9CCEB20610E3F02772241E7F5E55A1A_documentation_en-US" xlink:label="lab_jrvr_BankHoldingCompaniesMember_A9CCEB20610E3F02772241E7F5E55A1A" 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:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_BankHoldingCompaniesMember_A9CCEB20610E3F02772241E7F5E55A1A" xlink:to="lab_jrvr_BankHoldingCompaniesMember_A9CCEB20610E3F02772241E7F5E55A1A" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems_46D7425CC9FD6862775141E7F5E5D71D_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems_46D7425CC9FD6862775141E7F5E5D71D" 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_46D7425CC9FD6862775141E7F5E5D71D_label_en-US" xlink:label="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems_46D7425CC9FD6862775141E7F5E5D71D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Investment Income [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems" xlink:label="loc_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems_46D7425CC9FD6862775141E7F5E5D71D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems_46D7425CC9FD6862775141E7F5E5D71D" xlink:to="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems_46D7425CC9FD6862775141E7F5E5D71D" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherInvestments_0F16DB95FBB2C2F4E3DD41E7F5E68CCC_terseLabel_en-US" xlink:label="lab_us-gaap_OtherInvestments_0F16DB95FBB2C2F4E3DD41E7F5E68CCC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Total other invested assets</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_OtherInvestments" xlink:label="loc_us-gaap_OtherInvestments_0F16DB95FBB2C2F4E3DD41E7F5E68CCC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherInvestments_0F16DB95FBB2C2F4E3DD41E7F5E68CCC" xlink:to="lab_us-gaap_OtherInvestments_0F16DB95FBB2C2F4E3DD41E7F5E68CCC" xlink:type="arc" />
    <link:label id="lab_us-gaap_InvestmentIncomeNet_A87DFE26CB27C57A47C941E7F5E6418B_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentIncomeNet_A87DFE26CB27C57A47C941E7F5E6418B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Investment income</link:label>
    <link:label id="lab_us-gaap_InvestmentIncomeNet_A87DFE26CB27C57A47C941E7F5E6418B_label_en-US" xlink:label="lab_us-gaap_InvestmentIncomeNet_A87DFE26CB27C57A47C941E7F5E6418B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investment Income, Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_InvestmentIncomeNet" xlink:label="loc_us-gaap_InvestmentIncomeNet_A87DFE26CB27C57A47C941E7F5E6418B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentIncomeNet_A87DFE26CB27C57A47C941E7F5E6418B" xlink:to="lab_us-gaap_InvestmentIncomeNet_A87DFE26CB27C57A47C941E7F5E6418B" xlink:type="arc" />
    <link:label id="lab_us-gaap_EquityMethodInvestmentOwnershipPercentage_2180A6FF5E3A7F85B48A41E7F5E6A9AF_terseLabel_en-US" xlink:label="lab_us-gaap_EquityMethodInvestmentOwnershipPercentage_2180A6FF5E3A7F85B48A41E7F5E6A9AF" 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_2180A6FF5E3A7F85B48A41E7F5E6A9AF_label_en-US" xlink:label="lab_us-gaap_EquityMethodInvestmentOwnershipPercentage_2180A6FF5E3A7F85B48A41E7F5E6A9AF" 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_2180A6FF5E3A7F85B48A41E7F5E6A9AF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EquityMethodInvestmentOwnershipPercentage_2180A6FF5E3A7F85B48A41E7F5E6A9AF" xlink:to="lab_us-gaap_EquityMethodInvestmentOwnershipPercentage_2180A6FF5E3A7F85B48A41E7F5E6A9AF" xlink:type="arc" />
    <link:label id="lab_us-gaap_EquityMethodInvestmentDividendsOrDistributions_1C99850155C79713935041E7F5E6CBA4_terseLabel_en-US" xlink:label="lab_us-gaap_EquityMethodInvestmentDividendsOrDistributions_1C99850155C79713935041E7F5E6CBA4" 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_1C99850155C79713935041E7F5E6CBA4_label_en-US" xlink:label="lab_us-gaap_EquityMethodInvestmentDividendsOrDistributions_1C99850155C79713935041E7F5E6CBA4" 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_1C99850155C79713935041E7F5E6CBA4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EquityMethodInvestmentDividendsOrDistributions_1C99850155C79713935041E7F5E6CBA4" xlink:to="lab_us-gaap_EquityMethodInvestmentDividendsOrDistributions_1C99850155C79713935041E7F5E6CBA4" xlink:type="arc" />
    <link:label id="lab_us-gaap_InvestmentInterestRate_F94502174A02DBB8EB5241E7F5E6468D_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentInterestRate_F94502174A02DBB8EB5241E7F5E6468D" 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_F94502174A02DBB8EB5241E7F5E6468D_label_en-US" xlink:label="lab_us-gaap_InvestmentInterestRate_F94502174A02DBB8EB5241E7F5E6468D" 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_F94502174A02DBB8EB5241E7F5E6468D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentInterestRate_F94502174A02DBB8EB5241E7F5E6468D" xlink:to="lab_us-gaap_InvestmentInterestRate_F94502174A02DBB8EB5241E7F5E6468D" xlink:type="arc" />
    <link:label id="lab_jrvr_CarryingValuesOfLimitedPartnershipsHeld_BD8ACD746FC069C81E4C41E7F5E76133_terseLabel_en-US" xlink:label="lab_jrvr_CarryingValuesOfLimitedPartnershipsHeld_BD8ACD746FC069C81E4C41E7F5E76133" 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_BD8ACD746FC069C81E4C41E7F5E76133_label_en-US" xlink:label="lab_jrvr_CarryingValuesOfLimitedPartnershipsHeld_BD8ACD746FC069C81E4C41E7F5E76133" 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_BD8ACD746FC069C81E4C41E7F5E76133_documentation_en-US" xlink:label="lab_jrvr_CarryingValuesOfLimitedPartnershipsHeld_BD8ACD746FC069C81E4C41E7F5E76133" 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-20190930.xsd#jrvr_CarryingValuesOfLimitedPartnershipsHeld" xlink:label="loc_jrvr_CarryingValuesOfLimitedPartnershipsHeld_BD8ACD746FC069C81E4C41E7F5E76133" xlink:type="locator" />
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    <link:label id="lab_us-gaap_IncomeLossFromEquityMethodInvestments_7FFB9180E248E737375641E7F5E72CF8_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeLossFromEquityMethodInvestments_7FFB9180E248E737375641E7F5E72CF8" 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_7FFB9180E248E737375641E7F5E72CF8_label_en-US" xlink:label="lab_us-gaap_IncomeLossFromEquityMethodInvestments_7FFB9180E248E737375641E7F5E72CF8" 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_7FFB9180E248E737375641E7F5E72CF8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncomeLossFromEquityMethodInvestments_7FFB9180E248E737375641E7F5E72CF8" xlink:to="lab_us-gaap_IncomeLossFromEquityMethodInvestments_7FFB9180E248E737375641E7F5E72CF8" xlink:type="arc" />
    <link:label id="lab_jrvr_CommitmenttoInvestmentInLimitedPartnership_6B40129DBC3DAE2C416E41E7F5E799F5_terseLabel_en-US" xlink:label="lab_jrvr_CommitmenttoInvestmentInLimitedPartnership_6B40129DBC3DAE2C416E41E7F5E799F5" 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_6B40129DBC3DAE2C416E41E7F5E799F5_label_en-US" xlink:label="lab_jrvr_CommitmenttoInvestmentInLimitedPartnership_6B40129DBC3DAE2C416E41E7F5E799F5" 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_6B40129DBC3DAE2C416E41E7F5E799F5_documentation_en-US" xlink:label="lab_jrvr_CommitmenttoInvestmentInLimitedPartnership_6B40129DBC3DAE2C416E41E7F5E799F5" 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>
    <link:loc xlink:href="jrvr-20190930.xsd#jrvr_CommitmenttoInvestmentInLimitedPartnership" xlink:label="loc_jrvr_CommitmenttoInvestmentInLimitedPartnership_6B40129DBC3DAE2C416E41E7F5E799F5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_CommitmenttoInvestmentInLimitedPartnership_6B40129DBC3DAE2C416E41E7F5E799F5" xlink:to="lab_jrvr_CommitmenttoInvestmentInLimitedPartnership_6B40129DBC3DAE2C416E41E7F5E799F5" xlink:type="arc" />
    <link:label id="lab_jrvr_NotesReceivable_F214AF94FBFED3D5177941E7FC2BF526_terseLabel_en-US" xlink:label="lab_jrvr_NotesReceivable_F214AF94FBFED3D5177941E7FC2BF526" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Investment in private subordinated notes</link:label>
    <link:loc xlink:href="jrvr-20190930.xsd#jrvr_NotesReceivable" xlink:label="loc_jrvr_NotesReceivable_F214AF94FBFED3D5177941E7FC2BF526" xlink:type="locator" />
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    <link:label id="lab_us-gaap_InvestmentIncomeInterest_77371BDBF039009F64C241E7F5E8D160_terseLabel_en-US" xlink:label="lab_us-gaap_InvestmentIncomeInterest_77371BDBF039009F64C241E7F5E8D160" 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_77371BDBF039009F64C241E7F5E8D160_label_en-US" xlink:label="lab_us-gaap_InvestmentIncomeInterest_77371BDBF039009F64C241E7F5E8D160" 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_77371BDBF039009F64C241E7F5E8D160" xlink:type="locator" />
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    <link:label id="lab_us-gaap_ScheduleOfOtherOperatingCostAndExpenseByComponentTextBlock_6D91A312297A8CF8B60FE8567B250F9E_verboseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfOtherOperatingCostAndExpenseByComponentTextBlock_3A0668BCEC495187BC7087726CCD0886" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Schedule of other operating expenses</link:label>
    <link:label id="lab_us-gaap_ScheduleOfOtherOperatingCostAndExpenseByComponentTextBlock_6D91A312297A8CF8B60FE8567B250F9E_label_en-US" xlink:label="lab_us-gaap_ScheduleOfOtherOperatingCostAndExpenseByComponentTextBlock_3A0668BCEC495187BC7087726CCD0886" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Other Operating Cost and Expense, by Component [Table Text Block]</link:label>
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    <link:label id="lab_us-gaap_ProceedsFromSaleOfAvailableForSaleSecuritiesDebt_BEF3733B78F5570228614DA6444D8D06_label_en-US" xlink:label="lab_us-gaap_ProceedsFromSaleOfAvailableForSaleSecuritiesDebt_00ED60D3C73252C89D6579D1FA33DBCA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Proceeds from Sale of 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_ProceedsFromSaleOfAvailableForSaleSecuritiesDebt" xlink:label="loc_us-gaap_ProceedsFromSaleOfAvailableForSaleSecuritiesDebt_00ED60D3C73252C89D6579D1FA33DBCA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProceedsFromSaleOfAvailableForSaleSecuritiesDebt_00ED60D3C73252C89D6579D1FA33DBCA" xlink:to="lab_us-gaap_ProceedsFromSaleOfAvailableForSaleSecuritiesDebt_00ED60D3C73252C89D6579D1FA33DBCA" xlink:type="arc" />
    <link:label id="lab_us-gaap_ProceedsFromMaturitiesPrepaymentsAndCallsOfAvailableForSaleSecurities_16704415953D2BD9900A4DA6444EA2FC_verboseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromMaturitiesPrepaymentsAndCallsOfAvailableForSaleSecurities_4CB10B1C1EA35B93A8F8E067162CE6D4" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Maturities and calls &#8211; fixed maturity securities</link:label>
    <link:label id="lab_us-gaap_ProceedsFromMaturitiesPrepaymentsAndCallsOfAvailableForSaleSecurities_16704415953D2BD9900A4DA6444EA2FC_label_en-US" xlink:label="lab_us-gaap_ProceedsFromMaturitiesPrepaymentsAndCallsOfAvailableForSaleSecurities_4CB10B1C1EA35B93A8F8E067162CE6D4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Proceeds from Maturities, Prepayments and Calls of Debt Securities, Available-for-sale</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ProceedsFromMaturitiesPrepaymentsAndCallsOfAvailableForSaleSecurities" xlink:label="loc_us-gaap_ProceedsFromMaturitiesPrepaymentsAndCallsOfAvailableForSaleSecurities_4CB10B1C1EA35B93A8F8E067162CE6D4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProceedsFromMaturitiesPrepaymentsAndCallsOfAvailableForSaleSecurities_4CB10B1C1EA35B93A8F8E067162CE6D4" xlink:to="lab_us-gaap_ProceedsFromMaturitiesPrepaymentsAndCallsOfAvailableForSaleSecurities_4CB10B1C1EA35B93A8F8E067162CE6D4" xlink:type="arc" />
    <link:label id="lab_us-gaap_PaymentsToAcquireAvailableForSaleSecuritiesEquity_D16A67F9EB504E7512914DA6444E6639_negatedLabel_en-US" xlink:label="lab_us-gaap_PaymentsToAcquireAvailableForSaleSecuritiesEquity_6CA877FC0DCB5080904BD76A91D6B7FE" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Purchases &#8211; equity securities</link:label>
    <link:label id="lab_us-gaap_PaymentsToAcquireAvailableForSaleSecuritiesEquity_D16A67F9EB504E7512914DA6444E6639_label_en-US" xlink:label="lab_us-gaap_PaymentsToAcquireAvailableForSaleSecuritiesEquity_6CA877FC0DCB5080904BD76A91D6B7FE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments to Acquire Available-for-sale Securities, Equity</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_PaymentsToAcquireAvailableForSaleSecuritiesEquity" xlink:label="loc_us-gaap_PaymentsToAcquireAvailableForSaleSecuritiesEquity_6CA877FC0DCB5080904BD76A91D6B7FE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PaymentsToAcquireAvailableForSaleSecuritiesEquity_6CA877FC0DCB5080904BD76A91D6B7FE" xlink:to="lab_us-gaap_PaymentsToAcquireAvailableForSaleSecuritiesEquity_6CA877FC0DCB5080904BD76A91D6B7FE" xlink:type="arc" />
    <link:label id="lab_us-gaap_ProceedsFromSaleOfAvailableForSaleSecuritiesEquity_594C7509D0ECF4EB03DD4DA6444E3456_terseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromSaleOfAvailableForSaleSecuritiesEquity_110406CCCD8058BD8C435441CDAAC017" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Sales &#8211; equity securities</link:label>
    <link:label id="lab_us-gaap_ProceedsFromSaleOfAvailableForSaleSecuritiesEquity_594C7509D0ECF4EB03DD4DA6444E3456_label_en-US" xlink:label="lab_us-gaap_ProceedsFromSaleOfAvailableForSaleSecuritiesEquity_110406CCCD8058BD8C435441CDAAC017" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Proceeds from Sale of Available-for-sale Securities, Equity</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ProceedsFromSaleOfAvailableForSaleSecuritiesEquity" xlink:label="loc_us-gaap_ProceedsFromSaleOfAvailableForSaleSecuritiesEquity_110406CCCD8058BD8C435441CDAAC017" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProceedsFromSaleOfAvailableForSaleSecuritiesEquity_110406CCCD8058BD8C435441CDAAC017" xlink:to="lab_us-gaap_ProceedsFromSaleOfAvailableForSaleSecuritiesEquity_110406CCCD8058BD8C435441CDAAC017" xlink:type="arc" />
    <link:label id="lab_jrvr_BankLoanParticipationsAbstract_A2838D9A1A37286552E24DA6444E026D_verboseLabel_en-US" xlink:label="lab_jrvr_BankLoanParticipationsAbstract_D38C7A1CE1815652A07198A5F42AE1EB" 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_D38C7A1CE1815652A07198A5F42AE1EB" 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_D38C7A1CE1815652A07198A5F42AE1EB" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US" />
    <link:loc xlink:href="jrvr-20190930.xsd#jrvr_BankLoanParticipationsAbstract" xlink:label="loc_jrvr_BankLoanParticipationsAbstract_D38C7A1CE1815652A07198A5F42AE1EB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_BankLoanParticipationsAbstract_D38C7A1CE1815652A07198A5F42AE1EB" xlink:to="lab_jrvr_BankLoanParticipationsAbstract_D38C7A1CE1815652A07198A5F42AE1EB" xlink:type="arc" />
    <link:label id="lab_jrvr_PaymentToAcquireBankLoanParticipations_6EF18F2C173C3EDEBAF54DA6444EB25E_negatedLabel_en-US" xlink:label="lab_jrvr_PaymentToAcquireBankLoanParticipations_A95AABAB19D5554D8F8FAE4F2FE01722" 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_A95AABAB19D5554D8F8FAE4F2FE01722" 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_A95AABAB19D5554D8F8FAE4F2FE01722" 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-20190930.xsd#jrvr_PaymentToAcquireBankLoanParticipations" xlink:label="loc_jrvr_PaymentToAcquireBankLoanParticipations_A95AABAB19D5554D8F8FAE4F2FE01722" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_PaymentToAcquireBankLoanParticipations_A95AABAB19D5554D8F8FAE4F2FE01722" xlink:to="lab_jrvr_PaymentToAcquireBankLoanParticipations_A95AABAB19D5554D8F8FAE4F2FE01722" xlink:type="arc" />
    <link:label id="lab_jrvr_ProceedsFromBankLoanParticipations_45A5DBC2636BB2FE85F14DA6444FFECB_verboseLabel_en-US" xlink:label="lab_jrvr_ProceedsFromBankLoanParticipations_88286E3D2CE9567585E1706796E8A9FE" 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_88286E3D2CE9567585E1706796E8A9FE" 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_88286E3D2CE9567585E1706796E8A9FE" 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-20190930.xsd#jrvr_ProceedsFromBankLoanParticipations" xlink:label="loc_jrvr_ProceedsFromBankLoanParticipations_88286E3D2CE9567585E1706796E8A9FE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ProceedsFromBankLoanParticipations_88286E3D2CE9567585E1706796E8A9FE" xlink:to="lab_jrvr_ProceedsFromBankLoanParticipations_88286E3D2CE9567585E1706796E8A9FE" xlink:type="arc" />
    <link:label id="lab_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_E52AFB225E3F7C999E404DA6444F8319_verboseLabel_en-US" xlink:label="lab_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_D620B77BDC545D09A895CB6D7A475DAD" 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_D620B77BDC545D09A895CB6D7A475DAD" 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_D620B77BDC545D09A895CB6D7A475DAD" 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-20190930.xsd#jrvr_ProceedsFromMaturitiesOfBankLoanParticipations" xlink:label="loc_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_D620B77BDC545D09A895CB6D7A475DAD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_D620B77BDC545D09A895CB6D7A475DAD" xlink:to="lab_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_D620B77BDC545D09A895CB6D7A475DAD" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherInvestmentsAbstract_9F5C6F0C195B8AABBF884DA6444F0987_verboseLabel_en-US" xlink:label="lab_us-gaap_OtherInvestmentsAbstract_0D27F4CB7C9C502A8FAB9159C1536AA1" 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_0D27F4CB7C9C502A8FAB9159C1536AA1" 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_0D27F4CB7C9C502A8FAB9159C1536AA1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherInvestmentsAbstract_0D27F4CB7C9C502A8FAB9159C1536AA1" xlink:to="lab_us-gaap_OtherInvestmentsAbstract_0D27F4CB7C9C502A8FAB9159C1536AA1" xlink:type="arc" />
    <link:label id="lab_us-gaap_PaymentsToAcquireOtherInvestments_0EA52195E1D9855C31774DA6444F4AF1_negatedLabel_en-US" xlink:label="lab_us-gaap_PaymentsToAcquireOtherInvestments_AE4FBC83B4BA55D69724F91CD84AE95F" 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_AE4FBC83B4BA55D69724F91CD84AE95F" 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_AE4FBC83B4BA55D69724F91CD84AE95F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PaymentsToAcquireOtherInvestments_AE4FBC83B4BA55D69724F91CD84AE95F" xlink:to="lab_us-gaap_PaymentsToAcquireOtherInvestments_AE4FBC83B4BA55D69724F91CD84AE95F" xlink:type="arc" />
    <link:label id="lab_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_9A4D9F5DDE2C09ACDA874DA6444F8429_terseLabel_en-US" xlink:label="lab_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_605255F0AE9F5F018B14BA48411084D5" 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_605255F0AE9F5F018B14BA48411084D5" 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_605255F0AE9F5F018B14BA48411084D5" 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-20190930.xsd#jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital" xlink:label="loc_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_605255F0AE9F5F018B14BA48411084D5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_605255F0AE9F5F018B14BA48411084D5" xlink:to="lab_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_605255F0AE9F5F018B14BA48411084D5" xlink:type="arc" />
    <link:label id="lab_us-gaap_ProceedsFromEquityMethodInvestmentDividendsOrDistributionsReturnOfCapital_4E4B8079A2B7B628E3CF4DA645D9BC0F_terseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromEquityMethodInvestmentDividendsOrDistributionsReturnOfCapital_2A7271E26554539F8AD0CACF92A66B24" 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_2A7271E26554539F8AD0CACF92A66B24" 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_2A7271E26554539F8AD0CACF92A66B24" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProceedsFromEquityMethodInvestmentDividendsOrDistributionsReturnOfCapital_2A7271E26554539F8AD0CACF92A66B24" xlink:to="lab_us-gaap_ProceedsFromEquityMethodInvestmentDividendsOrDistributionsReturnOfCapital_2A7271E26554539F8AD0CACF92A66B24" xlink:type="arc" />
    <link:label id="lab_us-gaap_PaymentsForProceedsFromShortTermInvestments_0D7491EA61FC757FBB214DA644506D87_negatedLabel_en-US" xlink:label="lab_us-gaap_PaymentsForProceedsFromShortTermInvestments_5C784506BA6A547699E5973C13E50CEC" 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_5C784506BA6A547699E5973C13E50CEC" 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_5C784506BA6A547699E5973C13E50CEC" xlink:type="locator" />
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    <link:label id="lab_jrvr_BankLoanParticipationsGrossRealizedGain_A9EC7567F805196B8727E8567B07085C_documentation_en-US" xlink:label="lab_jrvr_BankLoanParticipationsGrossRealizedGain_FA1437BDD1995D598C3EF5A0B37729A7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the gross realized gains on bank loan participations.</link:label>
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    <link:label id="lab_jrvr_BankLoanParticipationsGrossRealizedLoss_673BF8FE11A1A3C85257E8567B07FAE7_documentation_en-US" xlink:label="lab_jrvr_BankLoanParticipationsGrossRealizedLoss_1968E9982B4C500BB96351F3977F7B95" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the gross realized losses on bank loan participations.</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_EquitySecuritiesFvNiRealizedGain" xlink:label="loc_us-gaap_EquitySecuritiesFvNiRealizedGain_376BCE22C581508F8E98676BA8316AE3" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_EquitySecuritiesFvNiRealizedLoss" xlink:label="loc_us-gaap_EquitySecuritiesFvNiRealizedLoss_758549BDB0DC5B5694256C698985D4E7" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_StockholdersEquityNoteDisclosureTextBlock" xlink:label="loc_us-gaap_StockholdersEquityNoteDisclosureTextBlock_FDE56CF701855B8E9FBBD589ACA25EFB" xlink:type="locator" />
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    <link:label id="lab_us-gaap_InvestmentTextBlock_1A650D0C259733EF7D1DE8567B5A4088_label_en-US" xlink:label="lab_us-gaap_InvestmentTextBlock_83EC91FC125E5751A625FC3EE072C698" 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:label id="lab_jrvr_BankLoanParticipationsGrossRealizedGainLoss_08579028BF0541C4558548E0EB5552DD_terseLabel_en-US" xlink:label="lab_jrvr_BankLoanParticipationsGrossRealizedGainLoss_10CA7367CE5357A580766B69F52EBA85" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Bank loan participations</link:label>
    <link:loc xlink:href="jrvr-20190930.xsd#jrvr_BankLoanParticipationsGrossRealizedGainLoss" xlink:label="loc_jrvr_BankLoanParticipationsGrossRealizedGainLoss_10CA7367CE5357A580766B69F52EBA85" xlink:type="locator" />
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    <link:label id="lab_jrvr_ContingentLiabilitiesTable_8E26DBBE540D8B38BFC941AF93E5DDC4_label_en-US" xlink:label="lab_jrvr_ContingentLiabilitiesTable_8E26DBBE540D8B38BFC941AF93E5DDC4" 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_8E26DBBE540D8B38BFC941AF93E5DDC4_documentation_en-US" xlink:label="lab_jrvr_ContingentLiabilitiesTable_8E26DBBE540D8B38BFC941AF93E5DDC4" 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-20190930.xsd#jrvr_ContingentLiabilitiesTable" xlink:label="loc_jrvr_ContingentLiabilitiesTable_8E26DBBE540D8B38BFC941AF93E5DDC4" xlink:type="locator" />
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    <link:label id="lab_srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_7AEBD39B6E9242DB329341AF93E8FCC8_terseLabel_en-US" xlink:label="lab_srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_7AEBD39B6E9242DB329341AF93E8FCC8" 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_7AEBD39B6E9242DB329341AF93E8FCC8_label_en-US" xlink:label="lab_srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_7AEBD39B6E9242DB329341AF93E8FCC8" 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_7AEBD39B6E9242DB329341AF93E8FCC8" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.fasb.org/srt/2019/elts/srt-2019-01-31.xsd#srt_EquityMethodInvesteeNameDomain" xlink:label="loc_srt_EquityMethodInvesteeNameDomain_A0ABB5B826A9463617D041AF93E95996" xlink:type="locator" />
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    <link:label id="lab_jrvr_ThirdpartyReinsuredsMember_F73EDCD783E2656AFC9E41AF93E9DFF4_terseLabel_en-US" xlink:label="lab_jrvr_ThirdpartyReinsuredsMember_F73EDCD783E2656AFC9E41AF93E9DFF4" 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_F73EDCD783E2656AFC9E41AF93E9DFF4_label_en-US" xlink:label="lab_jrvr_ThirdpartyReinsuredsMember_F73EDCD783E2656AFC9E41AF93E9DFF4" 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_F73EDCD783E2656AFC9E41AF93E9DFF4_documentation_en-US" xlink:label="lab_jrvr_ThirdpartyReinsuredsMember_F73EDCD783E2656AFC9E41AF93E9DFF4" 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-20190930.xsd#jrvr_ThirdpartyReinsuredsMember" xlink:label="loc_jrvr_ThirdpartyReinsuredsMember_F73EDCD783E2656AFC9E41AF93E9DFF4" xlink:type="locator" />
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    <link:label id="lab_jrvr_JrgReinsuranceCompanyLtdMember_43FBF1BAA64E0C817A9741AF93EA5651_verboseLabel_en-US" xlink:label="lab_jrvr_JrgReinsuranceCompanyLtdMember_43FBF1BAA64E0C817A9741AF93EA5651" 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_43FBF1BAA64E0C817A9741AF93EA5651_label_en-US" xlink:label="lab_jrvr_JrgReinsuranceCompanyLtdMember_43FBF1BAA64E0C817A9741AF93EA5651" 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_43FBF1BAA64E0C817A9741AF93EA5651_documentation_en-US" xlink:label="lab_jrvr_JrgReinsuranceCompanyLtdMember_43FBF1BAA64E0C817A9741AF93EA5651" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents reinsurance subsidiary of the entity.</link:label>
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    <link:label id="lab_us-gaap_CreditFacilityAxis_49292753B853BAC35C6341AF93EA8750_terseLabel_en-US" xlink:label="lab_us-gaap_CreditFacilityAxis_49292753B853BAC35C6341AF93EA8750" 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_49292753B853BAC35C6341AF93EA8750_label_en-US" xlink:label="lab_us-gaap_CreditFacilityAxis_49292753B853BAC35C6341AF93EA8750" 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_49292753B853BAC35C6341AF93EA8750" xlink:type="locator" />
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    <link:label id="lab_us-gaap_CreditFacilityDomain_0C87747A8C49985A656641AF93EB3B3A_terseLabel_en-US" xlink:label="lab_us-gaap_CreditFacilityDomain_0C87747A8C49985A656641AF93EB3B3A" 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_0C87747A8C49985A656641AF93EB3B3A_label_en-US" xlink:label="lab_us-gaap_CreditFacilityDomain_0C87747A8C49985A656641AF93EB3B3A" 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_0C87747A8C49985A656641AF93EB3B3A" xlink:type="locator" />
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    <link:label id="lab_jrvr_LetterOfCredit75MillionMember_540133CB17F9610DF2B241AF93EB5C75_verboseLabel_en-US" xlink:label="lab_jrvr_LetterOfCredit75MillionMember_540133CB17F9610DF2B241AF93EB5C75" 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_540133CB17F9610DF2B241AF93EB5C75_label_en-US" xlink:label="lab_jrvr_LetterOfCredit75MillionMember_540133CB17F9610DF2B241AF93EB5C75" 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_540133CB17F9610DF2B241AF93EB5C75_documentation_en-US" xlink:label="lab_jrvr_LetterOfCredit75MillionMember_540133CB17F9610DF2B241AF93EB5C75" 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-20190930.xsd#jrvr_LetterOfCredit75MillionMember" xlink:label="loc_jrvr_LetterOfCredit75MillionMember_540133CB17F9610DF2B241AF93EB5C75" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_LetterOfCredit75MillionMember_540133CB17F9610DF2B241AF93EB5C75" xlink:to="lab_jrvr_LetterOfCredit75MillionMember_540133CB17F9610DF2B241AF93EB5C75" xlink:type="arc" />
    <link:label id="lab_jrvr_A2013FacilityMember_F2588CE7068C895CE42641AF93EBF38D_verboseLabel_en-US" xlink:label="lab_jrvr_A2013FacilityMember_F2588CE7068C895CE42641AF93EBF38D" 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_F2588CE7068C895CE42641AF93EBF38D_label_en-US" xlink:label="lab_jrvr_A2013FacilityMember_F2588CE7068C895CE42641AF93EBF38D" 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_F2588CE7068C895CE42641AF93EBF38D_documentation_en-US" xlink:label="lab_jrvr_A2013FacilityMember_F2588CE7068C895CE42641AF93EBF38D" 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-20190930.xsd#jrvr_A2013FacilityMember" xlink:label="loc_jrvr_A2013FacilityMember_F2588CE7068C895CE42641AF93EBF38D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_A2013FacilityMember_F2588CE7068C895CE42641AF93EBF38D" xlink:to="lab_jrvr_A2013FacilityMember_F2588CE7068C895CE42641AF93EBF38D" xlink:type="arc" />
    <link:label id="lab_jrvr_A2017FacilityMember_831B730C4C6AC6D236D741AF93EBB71F_terseLabel_en-US" xlink:label="lab_jrvr_A2017FacilityMember_831B730C4C6AC6D236D741AF93EBB71F" 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_831B730C4C6AC6D236D741AF93EBB71F_label_en-US" xlink:label="lab_jrvr_A2017FacilityMember_831B730C4C6AC6D236D741AF93EBB71F" 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_831B730C4C6AC6D236D741AF93EBB71F_documentation_en-US" xlink:label="lab_jrvr_A2017FacilityMember_831B730C4C6AC6D236D741AF93EBB71F" 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-20190930.xsd#jrvr_A2017FacilityMember" xlink:label="loc_jrvr_A2017FacilityMember_831B730C4C6AC6D236D741AF93EBB71F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_A2017FacilityMember_831B730C4C6AC6D236D741AF93EBB71F" xlink:to="lab_jrvr_A2017FacilityMember_831B730C4C6AC6D236D741AF93EBB71F" xlink:type="arc" />
    <link:label id="lab_jrvr_ContingentLiabilitiesLineItems_68B13907AABB2DA726AF41AF93EC8F90_terseLabel_en-US" xlink:label="lab_jrvr_ContingentLiabilitiesLineItems_68B13907AABB2DA726AF41AF93EC8F90" 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_68B13907AABB2DA726AF41AF93EC8F90_label_en-US" xlink:label="lab_jrvr_ContingentLiabilitiesLineItems_68B13907AABB2DA726AF41AF93EC8F90" 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_68B13907AABB2DA726AF41AF93EC8F90_documentation_en-US" xlink:label="lab_jrvr_ContingentLiabilitiesLineItems_68B13907AABB2DA726AF41AF93EC8F90" 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-20190930.xsd#jrvr_ContingentLiabilitiesLineItems" xlink:label="loc_jrvr_ContingentLiabilitiesLineItems_68B13907AABB2DA726AF41AF93EC8F90" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ContingentLiabilitiesLineItems_68B13907AABB2DA726AF41AF93EC8F90" xlink:to="lab_jrvr_ContingentLiabilitiesLineItems_68B13907AABB2DA726AF41AF93EC8F90" xlink:type="arc" />
    <link:label id="lab_jrvr_NumberofCreditFacilities_3BD2BE02F367790E18A541AF93EC9ED5_terseLabel_en-US" xlink:label="lab_jrvr_NumberofCreditFacilities_3BD2BE02F367790E18A541AF93EC9ED5" 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_3BD2BE02F367790E18A541AF93EC9ED5_label_en-US" xlink:label="lab_jrvr_NumberofCreditFacilities_3BD2BE02F367790E18A541AF93EC9ED5" 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_3BD2BE02F367790E18A541AF93EC9ED5_documentation_en-US" xlink:label="lab_jrvr_NumberofCreditFacilities_3BD2BE02F367790E18A541AF93EC9ED5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Number of Credit Facilities</link:label>
    <link:loc xlink:href="jrvr-20190930.xsd#jrvr_NumberofCreditFacilities" xlink:label="loc_jrvr_NumberofCreditFacilities_3BD2BE02F367790E18A541AF93EC9ED5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_NumberofCreditFacilities_3BD2BE02F367790E18A541AF93EC9ED5" xlink:to="lab_jrvr_NumberofCreditFacilities_3BD2BE02F367790E18A541AF93EC9ED5" xlink:type="arc" />
    <link:label id="lab_jrvr_LetterOfCreditFacilityAmount_72F7272E850D655CF19C41AF93ECDFF3_verboseLabel_en-US" xlink:label="lab_jrvr_LetterOfCreditFacilityAmount_72F7272E850D655CF19C41AF93ECDFF3" 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_72F7272E850D655CF19C41AF93ECDFF3_label_en-US" xlink:label="lab_jrvr_LetterOfCreditFacilityAmount_72F7272E850D655CF19C41AF93ECDFF3" 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_72F7272E850D655CF19C41AF93ECDFF3_documentation_en-US" xlink:label="lab_jrvr_LetterOfCreditFacilityAmount_72F7272E850D655CF19C41AF93ECDFF3" 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-20190930.xsd#jrvr_LetterOfCreditFacilityAmount" xlink:label="loc_jrvr_LetterOfCreditFacilityAmount_72F7272E850D655CF19C41AF93ECDFF3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_LetterOfCreditFacilityAmount_72F7272E850D655CF19C41AF93ECDFF3" xlink:to="lab_jrvr_LetterOfCreditFacilityAmount_72F7272E850D655CF19C41AF93ECDFF3" xlink:type="arc" />
    <link:label id="lab_us-gaap_LettersOfCreditOutstandingAmount_C96B286FC1488B85815941AF93EC147C_verboseLabel_en-US" xlink:label="lab_us-gaap_LettersOfCreditOutstandingAmount_C96B286FC1488B85815941AF93EC147C" 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_C96B286FC1488B85815941AF93EC147C_label_en-US" xlink:label="lab_us-gaap_LettersOfCreditOutstandingAmount_C96B286FC1488B85815941AF93EC147C" 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_C96B286FC1488B85815941AF93EC147C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LettersOfCreditOutstandingAmount_C96B286FC1488B85815941AF93EC147C" xlink:to="lab_us-gaap_LettersOfCreditOutstandingAmount_C96B286FC1488B85815941AF93EC147C" xlink:type="arc" />
    <link:label id="lab_jrvr_AssetsDepositedForSecuringLettersOfCredit_F223290918CE4F0ED64941AF93EC38B2_verboseLabel_en-US" xlink:label="lab_jrvr_AssetsDepositedForSecuringLettersOfCredit_F223290918CE4F0ED64941AF93EC38B2" 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_F223290918CE4F0ED64941AF93EC38B2_label_en-US" xlink:label="lab_jrvr_AssetsDepositedForSecuringLettersOfCredit_F223290918CE4F0ED64941AF93EC38B2" 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_F223290918CE4F0ED64941AF93EC38B2_documentation_en-US" xlink:label="lab_jrvr_AssetsDepositedForSecuringLettersOfCredit_F223290918CE4F0ED64941AF93EC38B2" 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-20190930.xsd#jrvr_AssetsDepositedForSecuringLettersOfCredit" xlink:label="loc_jrvr_AssetsDepositedForSecuringLettersOfCredit_F223290918CE4F0ED64941AF93EC38B2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_AssetsDepositedForSecuringLettersOfCredit_F223290918CE4F0ED64941AF93EC38B2" xlink:to="lab_jrvr_AssetsDepositedForSecuringLettersOfCredit_F223290918CE4F0ED64941AF93EC38B2" xlink:type="arc" />
    <link:label id="lab_us-gaap_AssetsHeldInTrust_B2E3ED5A145F04939F3B41AF93EC07FE_verboseLabel_en-US" xlink:label="lab_us-gaap_AssetsHeldInTrust_B2E3ED5A145F04939F3B41AF93EC07FE" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Collateral trust arrangement amount</link:label>
    <link:label id="lab_us-gaap_AssetsHeldInTrust_B2E3ED5A145F04939F3B41AF93EC07FE_label_en-US" xlink:label="lab_us-gaap_AssetsHeldInTrust_B2E3ED5A145F04939F3B41AF93EC07FE" 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_B2E3ED5A145F04939F3B41AF93EC07FE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AssetsHeldInTrust_B2E3ED5A145F04939F3B41AF93EC07FE" xlink:to="lab_us-gaap_AssetsHeldInTrust_B2E3ED5A145F04939F3B41AF93EC07FE" xlink:type="arc" />
    <link:label id="lab_us-gaap_BasisOfPresentationAndSignificantAccountingPoliciesTextBlock_7A09ECA64159C770D732E8567B5B4579_verboseLabel_en-US" xlink:label="lab_us-gaap_BasisOfPresentationAndSignificantAccountingPoliciesTextBlock_E0F3677C5CA956C3B43CD9AA3AE951B3" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Accounting Policies</link:label>
    <link:label id="lab_us-gaap_BasisOfPresentationAndSignificantAccountingPoliciesTextBlock_7A09ECA64159C770D732E8567B5B4579_label_en-US" xlink:label="lab_us-gaap_BasisOfPresentationAndSignificantAccountingPoliciesTextBlock_E0F3677C5CA956C3B43CD9AA3AE951B3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Basis of Presentation and Significant Accounting Policies [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_BasisOfPresentationAndSignificantAccountingPoliciesTextBlock" xlink:label="loc_us-gaap_BasisOfPresentationAndSignificantAccountingPoliciesTextBlock_E0F3677C5CA956C3B43CD9AA3AE951B3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_BasisOfPresentationAndSignificantAccountingPoliciesTextBlock_E0F3677C5CA956C3B43CD9AA3AE951B3" xlink:to="lab_us-gaap_BasisOfPresentationAndSignificantAccountingPoliciesTextBlock_E0F3677C5CA956C3B43CD9AA3AE951B3" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetIncomeLoss_178E709F6A1B10C21ADA41FEF8CC6225_verboseLabel_en-US" xlink:label="lab_us-gaap_NetIncomeLoss_178E709F6A1B10C21ADA41FEF8CC6225" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Net (loss) income to shareholders</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_178E709F6A1B10C21ADA41FEF8CC6225" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetIncomeLoss_178E709F6A1B10C21ADA41FEF8CC6225" xlink:to="lab_us-gaap_NetIncomeLoss_178E709F6A1B10C21ADA41FEF8CC6225" xlink:type="arc" />
    <link:label id="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingDilutedDisclosureItemsAbstract_3557D01E60A8221A102F41FEF8CD1F15_verboseLabel_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingDilutedDisclosureItemsAbstract_3557D01E60A8221A102F41FEF8CD1F15" 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_3557D01E60A8221A102F41FEF8CD1F15_label_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingDilutedDisclosureItemsAbstract_3557D01E60A8221A102F41FEF8CD1F15" 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_3557D01E60A8221A102F41FEF8CD1F15" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_WeightedAverageNumberOfSharesOutstandingDilutedDisclosureItemsAbstract_3557D01E60A8221A102F41FEF8CD1F15" xlink:to="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingDilutedDisclosureItemsAbstract_3557D01E60A8221A102F41FEF8CD1F15" xlink:type="arc" />
    <link:label id="lab_us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustment_FEF421364C75FAC3FB9041FEF8CDB007_verboseLabel_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustment_FEF421364C75FAC3FB9041FEF8CDB007" 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_FEF421364C75FAC3FB9041FEF8CDB007_label_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustment_FEF421364C75FAC3FB9041FEF8CDB007" 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_FEF421364C75FAC3FB9041FEF8CDB007" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustment_FEF421364C75FAC3FB9041FEF8CDB007" xlink:to="lab_us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustment_FEF421364C75FAC3FB9041FEF8CDB007" xlink:type="arc" />
    <link:label id="lab_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_B6802C642E0C9B0BBF1B41FEF8CECDF1_totalLabel_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_B6802C642E0C9B0BBF1B41FEF8CECDF1" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Diluted (in shares)</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_B6802C642E0C9B0BBF1B41FEF8CECDF1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_B6802C642E0C9B0BBF1B41FEF8CECDF1" xlink:to="lab_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_B6802C642E0C9B0BBF1B41FEF8CECDF1" xlink:type="arc" />
    <link:label id="lab_us-gaap_EarningsPerShareReconciliationAbstract_9AABEAE1BA20A1EA5E0841FEF8CE0D18_verboseLabel_en-US" xlink:label="lab_us-gaap_EarningsPerShareReconciliationAbstract_9AABEAE1BA20A1EA5E0841FEF8CE0D18" 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_9AABEAE1BA20A1EA5E0841FEF8CE0D18_label_en-US" xlink:label="lab_us-gaap_EarningsPerShareReconciliationAbstract_9AABEAE1BA20A1EA5E0841FEF8CE0D18" 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_9AABEAE1BA20A1EA5E0841FEF8CE0D18" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EarningsPerShareReconciliationAbstract_9AABEAE1BA20A1EA5E0841FEF8CE0D18" xlink:to="lab_us-gaap_EarningsPerShareReconciliationAbstract_9AABEAE1BA20A1EA5E0841FEF8CE0D18" xlink:type="arc" />
    <link:label id="lab_us-gaap_EarningsPerShareBasic_B263C1BA1261FA1279DD41FEF8CE195B_verboseLabel_en-US" xlink:label="lab_us-gaap_EarningsPerShareBasic_B263C1BA1261FA1279DD41FEF8CE195B" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Basic (in dollars per share)</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_B263C1BA1261FA1279DD41FEF8CE195B" xlink:type="locator" />
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    <link:label id="lab_jrvr_CommonShareEquivalentsEarningsPerShare_2495FB904471839AE3AD41FEF8CED6E3_terseLabel_en-US" xlink:label="lab_jrvr_CommonShareEquivalentsEarningsPerShare_2495FB904471839AE3AD41FEF8CED6E3" 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>
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