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    <link:label id="lab_us-gaap_PaymentsForLossesAndLossAdjustmentExpense_98ADE8EA772745561988FE07ED8072E9_totalLabel_en-US" xlink:label="lab_us-gaap_PaymentsForLossesAndLossAdjustmentExpense_7606DF49B393511EB288B7F9CECFD9BB" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total loss and loss adjustment expense payments</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_PaymentsForLossesAndLossAdjustmentExpense" xlink:label="loc_us-gaap_PaymentsForLossesAndLossAdjustmentExpense_7606DF49B393511EB288B7F9CECFD9BB" 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_LiabilityForClaimsAndClaimsAdjustmentExpense" xlink:label="loc_us-gaap_LiabilityForClaimsAndClaimsAdjustmentExpense_41B810D9908754898A5B35A7B2FD918B" xlink:type="locator" />
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    <link:label id="lab_us-gaap_SegmentReportingAbstract_8DC85E5966E3D7D71D62E85877A3B11F_label_en-US" xlink:label="lab_us-gaap_SegmentReportingAbstract_B2B19A318D875831BEB0EB62C0E64D3D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Segment Reporting [Abstract]</link:label>
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    <link:label id="lab_jrvr_SpecialtyAdmittedInsuranceMember_A98D14FDF0B9E635098D385F987C8D98_documentation_en-US" xlink:label="lab_jrvr_SpecialtyAdmittedInsuranceMember_A98D14FDF0B9E635098D385F987C8D98" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information regarding specialty admitted insurance.</link:label>
    <link:loc xlink:href="jrvr-20200331.xsd#jrvr_SpecialtyAdmittedInsuranceMember" xlink:label="loc_jrvr_SpecialtyAdmittedInsuranceMember_A98D14FDF0B9E635098D385F987C8D98" xlink:type="locator" />
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    <link:label id="lab_jrvr_CasualtyReinsuranceMember_05F6A47749BCD51D0C23385F987C5EAF_terseLabel_en-US" xlink:label="lab_jrvr_CasualtyReinsuranceMember_05F6A47749BCD51D0C23385F987C5EAF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Casualty Reinsurance</link:label>
    <link:label id="lab_jrvr_CasualtyReinsuranceMember_05F6A47749BCD51D0C23385F987C5EAF_label_en-US" xlink:label="lab_jrvr_CasualtyReinsuranceMember_05F6A47749BCD51D0C23385F987C5EAF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Casualty Reinsurance [Member]</link:label>
    <link:label id="lab_jrvr_CasualtyReinsuranceMember_05F6A47749BCD51D0C23385F987C5EAF_documentation_en-US" xlink:label="lab_jrvr_CasualtyReinsuranceMember_05F6A47749BCD51D0C23385F987C5EAF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information regarding casualty reinsurance.</link:label>
    <link:loc xlink:href="jrvr-20200331.xsd#jrvr_CasualtyReinsuranceMember" xlink:label="loc_jrvr_CasualtyReinsuranceMember_05F6A47749BCD51D0C23385F987C5EAF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_CasualtyReinsuranceMember_05F6A47749BCD51D0C23385F987C5EAF" xlink:to="lab_jrvr_CasualtyReinsuranceMember_05F6A47749BCD51D0C23385F987C5EAF" xlink:type="arc" />
    <link:label id="lab_us-gaap_CorporateAndOtherMember_42BF328CF47F6E7F2D70385F987C49D7_terseLabel_en-US" xlink:label="lab_us-gaap_CorporateAndOtherMember_42BF328CF47F6E7F2D70385F987C49D7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Corporate and Other</link:label>
    <link:label id="lab_us-gaap_CorporateAndOtherMember_42BF328CF47F6E7F2D70385F987C49D7_label_en-US" xlink:label="lab_us-gaap_CorporateAndOtherMember_42BF328CF47F6E7F2D70385F987C49D7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Corporate and Other [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_CorporateAndOtherMember" xlink:label="loc_us-gaap_CorporateAndOtherMember_42BF328CF47F6E7F2D70385F987C49D7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CorporateAndOtherMember_42BF328CF47F6E7F2D70385F987C49D7" xlink:to="lab_us-gaap_CorporateAndOtherMember_42BF328CF47F6E7F2D70385F987C49D7" xlink:type="arc" />
    <link:label id="lab_us-gaap_SegmentReportingInformationLineItems_5B52A3DA6D0B0B715F7D385F987DD4F0_terseLabel_en-US" xlink:label="lab_us-gaap_SegmentReportingInformationLineItems_5B52A3DA6D0B0B715F7D385F987DD4F0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Segment Reporting Information [Line Items]</link:label>
    <link:label id="lab_us-gaap_SegmentReportingInformationLineItems_5B52A3DA6D0B0B715F7D385F987DD4F0_label_en-US" xlink:label="lab_us-gaap_SegmentReportingInformationLineItems_5B52A3DA6D0B0B715F7D385F987DD4F0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Segment Reporting Information [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_SegmentReportingInformationLineItems" xlink:label="loc_us-gaap_SegmentReportingInformationLineItems_5B52A3DA6D0B0B715F7D385F987DD4F0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SegmentReportingInformationLineItems_5B52A3DA6D0B0B715F7D385F987DD4F0" xlink:to="lab_us-gaap_SegmentReportingInformationLineItems_5B52A3DA6D0B0B715F7D385F987DD4F0" xlink:type="arc" />
    <link:label id="lab_us-gaap_PremiumsWrittenGross_5EA8F80D7A0513ADEFC7385F987D41FD_verboseLabel_en-US" xlink:label="lab_us-gaap_PremiumsWrittenGross_5EA8F80D7A0513ADEFC7385F987D41FD" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Gross written premiums</link:label>
    <link:label id="lab_us-gaap_PremiumsWrittenGross_5EA8F80D7A0513ADEFC7385F987D41FD_label_en-US" xlink:label="lab_us-gaap_PremiumsWrittenGross_5EA8F80D7A0513ADEFC7385F987D41FD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Premiums Written, Gross</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_PremiumsWrittenGross" xlink:label="loc_us-gaap_PremiumsWrittenGross_5EA8F80D7A0513ADEFC7385F987D41FD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PremiumsWrittenGross_5EA8F80D7A0513ADEFC7385F987D41FD" xlink:to="lab_us-gaap_PremiumsWrittenGross_5EA8F80D7A0513ADEFC7385F987D41FD" xlink:type="arc" />
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PremiumsEarnedNet_4A7AEDA10BC99B2A1F8A385F987DBEAD" xlink:to="lab_us-gaap_PremiumsEarnedNet_4A7AEDA10BC99B2A1F8A385F987DBEAD" xlink:type="arc" />
    <link:label id="lab_jrvr_UnderwritingProfitLossOfOperatingSegments_DC93D6A39EF1C5691CFF385F987D8D56_terseLabel_en-US" xlink:label="lab_jrvr_UnderwritingProfitLossOfOperatingSegments_DC93D6A39EF1C5691CFF385F987D8D56" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Underwriting profit of insurance segments</link:label>
    <link:label id="lab_jrvr_UnderwritingProfitLossOfOperatingSegments_DC93D6A39EF1C5691CFF385F987D8D56_label_en-US" xlink:label="lab_jrvr_UnderwritingProfitLossOfOperatingSegments_DC93D6A39EF1C5691CFF385F987D8D56" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Underwriting Profit Loss Of Operating Segments</link:label>
    <link:label id="lab_jrvr_UnderwritingProfitLossOfOperatingSegments_DC93D6A39EF1C5691CFF385F987D8D56_documentation_en-US" xlink:label="lab_jrvr_UnderwritingProfitLossOfOperatingSegments_DC93D6A39EF1C5691CFF385F987D8D56" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">This element represents amount of underwriting Profit (loss) of operating segments.</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_UnderwritingProfitLossOfOperatingSegments_DC93D6A39EF1C5691CFF385F987D8D56" xlink:to="lab_jrvr_UnderwritingProfitLossOfOperatingSegments_DC93D6A39EF1C5691CFF385F987D8D56" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetInvestmentIncome_0960AF6AEC1F8FFBFE3F385F987D63ED_terseLabel_en-US" xlink:label="lab_us-gaap_NetInvestmentIncome_0960AF6AEC1F8FFBFE3F385F987D63ED" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Net investment income</link:label>
    <link:label id="lab_us-gaap_NetInvestmentIncome_0960AF6AEC1F8FFBFE3F385F987D63ED_label_en-US" xlink:label="lab_us-gaap_NetInvestmentIncome_0960AF6AEC1F8FFBFE3F385F987D63ED" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Investment Income</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_NetInvestmentIncome" xlink:label="loc_us-gaap_NetInvestmentIncome_0960AF6AEC1F8FFBFE3F385F987D63ED" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetInvestmentIncome_0960AF6AEC1F8FFBFE3F385F987D63ED" xlink:to="lab_us-gaap_NetInvestmentIncome_0960AF6AEC1F8FFBFE3F385F987D63ED" xlink:type="arc" />
    <link:label id="lab_us-gaap_InterestExpense_F99B958EC35FFEA4D82A385F987EB717_verboseLabel_en-US" xlink:label="lab_us-gaap_InterestExpense_F99B958EC35FFEA4D82A385F987EB717" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Interest expense</link:label>
    <link:label id="lab_us-gaap_InterestExpense_F99B958EC35FFEA4D82A385F987EB717_label_en-US" xlink:label="lab_us-gaap_InterestExpense_F99B958EC35FFEA4D82A385F987EB717" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Interest Expense</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_InterestExpense" xlink:label="loc_us-gaap_InterestExpense_F99B958EC35FFEA4D82A385F987EB717" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InterestExpense_F99B958EC35FFEA4D82A385F987EB717" xlink:to="lab_us-gaap_InterestExpense_F99B958EC35FFEA4D82A385F987EB717" xlink:type="arc" />
    <link:label id="lab_us-gaap_Revenues_CC0A94FC8885C8C58A58385F987EDBC5_verboseLabel_en-US" xlink:label="lab_us-gaap_Revenues_CC0A94FC8885C8C58A58385F987EDBC5" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Segment revenues</link:label>
    <link:label id="lab_us-gaap_Revenues_CC0A94FC8885C8C58A58385F987EDBC5_label_en-US" xlink:label="lab_us-gaap_Revenues_CC0A94FC8885C8C58A58385F987EDBC5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Revenues</link:label>
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    <link:label id="lab_us-gaap_Goodwill_2C9F7C3FB6A46D89C980385F987E8E17_terseLabel_en-US" xlink:label="lab_us-gaap_Goodwill_2C9F7C3FB6A46D89C980385F987E8E17" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Segment goodwill</link:label>
    <link:label id="lab_us-gaap_Goodwill_2C9F7C3FB6A46D89C980385F987E8E17_label_en-US" xlink:label="lab_us-gaap_Goodwill_2C9F7C3FB6A46D89C980385F987E8E17" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Goodwill</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_Goodwill" xlink:label="loc_us-gaap_Goodwill_2C9F7C3FB6A46D89C980385F987E8E17" xlink:type="locator" />
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    <link:label id="lab_us-gaap_Assets_1A94FA711530C843B637385F987EFC1C_verboseLabel_en-US" xlink:label="lab_us-gaap_Assets_1A94FA711530C843B637385F987EFC1C" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Segment assets</link:label>
    <link:label id="lab_us-gaap_Assets_1A94FA711530C843B637385F987EFC1C_label_en-US" xlink:label="lab_us-gaap_Assets_1A94FA711530C843B637385F987EFC1C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Assets</link:label>
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    <link:label id="lab_us-gaap_StatementOfStockholdersEquityAbstract_B430402B013E15DE2C0FC18F76F2FA31_label_en-US" xlink:label="lab_us-gaap_StatementOfStockholdersEquityAbstract_B430402B013E15DE2C0FC18F76F2FA31" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Statement of Stockholders' Equity [Abstract]</link:label>
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    <link:label id="lab_us-gaap_GainLossOnInvestments_3F62C41E99D920A66BE0CB8E460951FA_negatedLabel_en-US" xlink:label="lab_us-gaap_GainLossOnInvestments_3F62C41E99D920A66BE0CB8E460951FA" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Net realized and unrealized losses on investments</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_GainLossOnInvestments" xlink:label="loc_us-gaap_GainLossOnInvestments_3F62C41E99D920A66BE0CB8E460951FA" xlink:type="locator" />
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    <link:label id="lab_jrvr_BankLoanParticipationsIncreaseDecreaseinFairValueCreditRelatedImpairment_54DE5B1A111592A2A2F6CB8E4609847B_terseLabel_en-US" xlink:label="lab_jrvr_BankLoanParticipationsIncreaseDecreaseinFairValueCreditRelatedImpairment_54DE5B1A111592A2A2F6CB8E4609847B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Losses due to credit-related impairments</link:label>
    <link:label id="lab_jrvr_BankLoanParticipationsIncreaseDecreaseinFairValueCreditRelatedImpairment_54DE5B1A111592A2A2F6CB8E4609847B_label_en-US" xlink:label="lab_jrvr_BankLoanParticipationsIncreaseDecreaseinFairValueCreditRelatedImpairment_54DE5B1A111592A2A2F6CB8E4609847B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Bank Loan Participations, Increase (Decrease) in Fair Value, Credit-Related Impairment</link:label>
    <link:label id="lab_jrvr_BankLoanParticipationsIncreaseDecreaseinFairValueCreditRelatedImpairment_54DE5B1A111592A2A2F6CB8E4609847B_documentation_en-US" xlink:label="lab_jrvr_BankLoanParticipationsIncreaseDecreaseinFairValueCreditRelatedImpairment_54DE5B1A111592A2A2F6CB8E4609847B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Bank Loan Participations, Increase (Decrease) in Fair Value, Credit-Related Impairment</link:label>
    <link:loc xlink:href="jrvr-20200331.xsd#jrvr_BankLoanParticipationsIncreaseDecreaseinFairValueCreditRelatedImpairment" xlink:label="loc_jrvr_BankLoanParticipationsIncreaseDecreaseinFairValueCreditRelatedImpairment_54DE5B1A111592A2A2F6CB8E4609847B" xlink:type="locator" />
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    <link:label id="lab_jrvr_NumberOfImpairedLoans_BA484CF5D3B8BC6D8B32CB8E460AD6EF_terseLabel_en-US" xlink:label="lab_jrvr_NumberOfImpairedLoans_BA484CF5D3B8BC6D8B32CB8E460AD6EF" 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_BA484CF5D3B8BC6D8B32CB8E460AD6EF_label_en-US" xlink:label="lab_jrvr_NumberOfImpairedLoans_BA484CF5D3B8BC6D8B32CB8E460AD6EF" 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_BA484CF5D3B8BC6D8B32CB8E460AD6EF_documentation_en-US" xlink:label="lab_jrvr_NumberOfImpairedLoans_BA484CF5D3B8BC6D8B32CB8E460AD6EF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the number of impaired loans.</link:label>
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    <link:label id="lab_jrvr_NumberOfIssuersWithImpairedLoans_62C4100534838E1ADBF8CB8E460A2861_terseLabel_en-US" xlink:label="lab_jrvr_NumberOfIssuersWithImpairedLoans_62C4100534838E1ADBF8CB8E460A2861" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of issuers with impaired loans</link:label>
    <link:label id="lab_jrvr_NumberOfIssuersWithImpairedLoans_62C4100534838E1ADBF8CB8E460A2861_label_en-US" xlink:label="lab_jrvr_NumberOfIssuersWithImpairedLoans_62C4100534838E1ADBF8CB8E460A2861" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number Of Issuers With Impaired Loans</link:label>
    <link:label id="lab_jrvr_NumberOfIssuersWithImpairedLoans_62C4100534838E1ADBF8CB8E460A2861_documentation_en-US" xlink:label="lab_jrvr_NumberOfIssuersWithImpairedLoans_62C4100534838E1ADBF8CB8E460A2861" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Number Of Issuers With Impaired Loans</link:label>
    <link:loc xlink:href="jrvr-20200331.xsd#jrvr_NumberOfIssuersWithImpairedLoans" xlink:label="loc_jrvr_NumberOfIssuersWithImpairedLoans_62C4100534838E1ADBF8CB8E460A2861" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_NumberOfIssuersWithImpairedLoans_62C4100534838E1ADBF8CB8E460A2861" xlink:to="lab_jrvr_NumberOfIssuersWithImpairedLoans_62C4100534838E1ADBF8CB8E460A2861" xlink:type="arc" />
    <link:label id="lab_us-gaap_ImpairedFinancingReceivableWithRelatedAllowanceRecordedInvestment_D5ACF83EC1782C5C5FB8CB8E460A20C0_terseLabel_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableWithRelatedAllowanceRecordedInvestment_D5ACF83EC1782C5C5FB8CB8E460A20C0" 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_D5ACF83EC1782C5C5FB8CB8E460A20C0_label_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableWithRelatedAllowanceRecordedInvestment_D5ACF83EC1782C5C5FB8CB8E460A20C0" 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_D5ACF83EC1782C5C5FB8CB8E460A20C0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ImpairedFinancingReceivableWithRelatedAllowanceRecordedInvestment_D5ACF83EC1782C5C5FB8CB8E460A20C0" xlink:to="lab_us-gaap_ImpairedFinancingReceivableWithRelatedAllowanceRecordedInvestment_D5ACF83EC1782C5C5FB8CB8E460A20C0" xlink:type="arc" />
    <link:label id="lab_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_01B82B58AC5DABCC319ACB8E460A1F8D_verboseLabel_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_01B82B58AC5DABCC319ACB8E460A1F8D" 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_01B82B58AC5DABCC319ACB8E460A1F8D_label_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_01B82B58AC5DABCC319ACB8E460A1F8D" 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_01B82B58AC5DABCC319ACB8E460A1F8D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_01B82B58AC5DABCC319ACB8E460A1F8D" xlink:to="lab_us-gaap_ImpairedFinancingReceivableUnpaidPrincipalBalance_01B82B58AC5DABCC319ACB8E460A1F8D" xlink:type="arc" />
    <link:label id="lab_us-gaap_ImpairedFinancingReceivableRelatedAllowance_90D808B4A8C1F8B09FA6CB8E460B2E62_verboseLabel_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableRelatedAllowance_90D808B4A8C1F8B09FA6CB8E460B2E62" 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_90D808B4A8C1F8B09FA6CB8E460B2E62_label_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableRelatedAllowance_90D808B4A8C1F8B09FA6CB8E460B2E62" 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_90D808B4A8C1F8B09FA6CB8E460B2E62" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ImpairedFinancingReceivableRelatedAllowance_90D808B4A8C1F8B09FA6CB8E460B2E62" xlink:to="lab_us-gaap_ImpairedFinancingReceivableRelatedAllowance_90D808B4A8C1F8B09FA6CB8E460B2E62" xlink:type="arc" />
    <link:label id="lab_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_CF3B2273BE5F2C1AF6CCCB8E460BBB9C_verboseLabel_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_CF3B2273BE5F2C1AF6CCCB8E460BBB9C" 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_CF3B2273BE5F2C1AF6CCCB8E460BBB9C_label_en-US" xlink:label="lab_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_CF3B2273BE5F2C1AF6CCCB8E460BBB9C" 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_CF3B2273BE5F2C1AF6CCCB8E460BBB9C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_CF3B2273BE5F2C1AF6CCCB8E460BBB9C" xlink:to="lab_us-gaap_ImpairedFinancingReceivableAverageRecordedInvestment_CF3B2273BE5F2C1AF6CCCB8E460BBB9C" xlink:type="arc" />
    <link:label id="lab_jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans_F4EFAC32622CB7DB21B4CB8E460B049F_terseLabel_en-US" xlink:label="lab_jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans_F4EFAC32622CB7DB21B4CB8E460B049F" 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_F4EFAC32622CB7DB21B4CB8E460B049F_label_en-US" xlink:label="lab_jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans_F4EFAC32622CB7DB21B4CB8E460B049F" 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_F4EFAC32622CB7DB21B4CB8E460B049F_documentation_en-US" xlink:label="lab_jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans_F4EFAC32622CB7DB21B4CB8E460B049F" 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-20200331.xsd#jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans" xlink:label="loc_jrvr_RealizedGainLossOnChangesInFairValueOfImpairedBankLoans_F4EFAC32622CB7DB21B4CB8E460B049F" xlink:type="locator" />
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    <link:label id="lab_jrvr_CarryingValueOfCollateralizedLoanObligationHeld_E1E9E926513CBA1B1BD5CB8E460B536F_verboseLabel_en-US" xlink:label="lab_jrvr_CarryingValueOfCollateralizedLoanObligationHeld_E1E9E926513CBA1B1BD5CB8E460B536F" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Carrying value of collateralized loan obligation held</link:label>
    <link:label id="lab_jrvr_CarryingValueOfCollateralizedLoanObligationHeld_E1E9E926513CBA1B1BD5CB8E460B536F_label_en-US" xlink:label="lab_jrvr_CarryingValueOfCollateralizedLoanObligationHeld_E1E9E926513CBA1B1BD5CB8E460B536F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Carrying Value Of Collateralized Loan Obligation Held</link:label>
    <link:label id="lab_jrvr_CarryingValueOfCollateralizedLoanObligationHeld_E1E9E926513CBA1B1BD5CB8E460B536F_documentation_en-US" xlink:label="lab_jrvr_CarryingValueOfCollateralizedLoanObligationHeld_E1E9E926513CBA1B1BD5CB8E460B536F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents carrying value of carrying value of collateralized loan obligation held.</link:label>
    <link:loc xlink:href="jrvr-20200331.xsd#jrvr_CarryingValueOfCollateralizedLoanObligationHeld" xlink:label="loc_jrvr_CarryingValueOfCollateralizedLoanObligationHeld_E1E9E926513CBA1B1BD5CB8E460B536F" xlink:type="locator" />
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    <link:label id="lab_us-gaap_SubsequentEventsAbstract_689AF980D26391DED6B7E8567B7C6D13_label_en-US" xlink:label="lab_us-gaap_SubsequentEventsAbstract_A92ED8F42B715105A57097ADB2C7CC20" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Subsequent Events [Abstract]</link:label>
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    <link:label id="lab_us-gaap_StockholdersEquityNoteDisclosureTextBlock_22AB59C8BBB8A1D7831AE8567B7AB6C2_verboseLabel_en-US" xlink:label="lab_us-gaap_StockholdersEquityNoteDisclosureTextBlock_667CBA75AAFC531FB3E511D0EAFAEFDB" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Capital Stock and Equity Awards</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_StockholdersEquityNoteDisclosureTextBlock" xlink:label="loc_us-gaap_StockholdersEquityNoteDisclosureTextBlock_667CBA75AAFC531FB3E511D0EAFAEFDB" xlink:type="locator" />
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    <link:label id="lab_jrvr_ProceedsfromSaleofEquitySecuritiesFVNI_320AC64B1B755BF58585C34D45975728_label_en-US" xlink:label="lab_jrvr_ProceedsfromSaleofEquitySecuritiesFVNI_320AC64B1B755BF58585C34D45975728" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Proceeds from Sale of Equity Securities FV-NI</link:label>
    <link:label id="lab_jrvr_ProceedsfromSaleofEquitySecuritiesFVNI_320AC64B1B755BF58585C34D45975728_documentation_en-US" xlink:label="lab_jrvr_ProceedsfromSaleofEquitySecuritiesFVNI_320AC64B1B755BF58585C34D45975728" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Proceeds from Sale of Equity Securities FV-NI</link:label>
    <link:loc xlink:href="jrvr-20200331.xsd#jrvr_ProceedsfromSaleofEquitySecuritiesFVNI" xlink:label="loc_jrvr_ProceedsfromSaleofEquitySecuritiesFVNI_320AC64B1B755BF58585C34D45975728" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ProceedsfromSaleofEquitySecuritiesFVNI_320AC64B1B755BF58585C34D45975728" xlink:to="lab_jrvr_ProceedsfromSaleofEquitySecuritiesFVNI_320AC64B1B755BF58585C34D45975728" xlink:type="arc" />
    <link:label id="lab_jrvr_BankLoanParticipationsAbstract_A47180EC4DE3EB84B5CAC311EBE77488_verboseLabel_en-US" xlink:label="lab_jrvr_BankLoanParticipationsAbstract_A47180EC4DE3EB84B5CAC311EBE77488" 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_A47180EC4DE3EB84B5CAC311EBE77488_label_en-US" xlink:label="lab_jrvr_BankLoanParticipationsAbstract_A47180EC4DE3EB84B5CAC311EBE77488" 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_A47180EC4DE3EB84B5CAC311EBE77488_documentation_en-US" xlink:label="lab_jrvr_BankLoanParticipationsAbstract_A47180EC4DE3EB84B5CAC311EBE77488" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US" />
    <link:loc xlink:href="jrvr-20200331.xsd#jrvr_BankLoanParticipationsAbstract" xlink:label="loc_jrvr_BankLoanParticipationsAbstract_A47180EC4DE3EB84B5CAC311EBE77488" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_BankLoanParticipationsAbstract_A47180EC4DE3EB84B5CAC311EBE77488" xlink:to="lab_jrvr_BankLoanParticipationsAbstract_A47180EC4DE3EB84B5CAC311EBE77488" xlink:type="arc" />
    <link:label id="lab_jrvr_PaymentToAcquireBankLoanParticipations_DD2F04D437BC6DEF5A96C311EBE82214_negatedLabel_en-US" xlink:label="lab_jrvr_PaymentToAcquireBankLoanParticipations_DD2F04D437BC6DEF5A96C311EBE82214" 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_DD2F04D437BC6DEF5A96C311EBE82214_label_en-US" xlink:label="lab_jrvr_PaymentToAcquireBankLoanParticipations_DD2F04D437BC6DEF5A96C311EBE82214" 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_DD2F04D437BC6DEF5A96C311EBE82214_documentation_en-US" xlink:label="lab_jrvr_PaymentToAcquireBankLoanParticipations_DD2F04D437BC6DEF5A96C311EBE82214" 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-20200331.xsd#jrvr_PaymentToAcquireBankLoanParticipations" xlink:label="loc_jrvr_PaymentToAcquireBankLoanParticipations_DD2F04D437BC6DEF5A96C311EBE82214" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_PaymentToAcquireBankLoanParticipations_DD2F04D437BC6DEF5A96C311EBE82214" xlink:to="lab_jrvr_PaymentToAcquireBankLoanParticipations_DD2F04D437BC6DEF5A96C311EBE82214" xlink:type="arc" />
    <link:label id="lab_jrvr_ProceedsFromBankLoanParticipations_2892C80123049C98EF58C311EBE9AC3C_verboseLabel_en-US" xlink:label="lab_jrvr_ProceedsFromBankLoanParticipations_2892C80123049C98EF58C311EBE9AC3C" 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_2892C80123049C98EF58C311EBE9AC3C_label_en-US" xlink:label="lab_jrvr_ProceedsFromBankLoanParticipations_2892C80123049C98EF58C311EBE9AC3C" 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_2892C80123049C98EF58C311EBE9AC3C_documentation_en-US" xlink:label="lab_jrvr_ProceedsFromBankLoanParticipations_2892C80123049C98EF58C311EBE9AC3C" 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-20200331.xsd#jrvr_ProceedsFromBankLoanParticipations" xlink:label="loc_jrvr_ProceedsFromBankLoanParticipations_2892C80123049C98EF58C311EBE9AC3C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ProceedsFromBankLoanParticipations_2892C80123049C98EF58C311EBE9AC3C" xlink:to="lab_jrvr_ProceedsFromBankLoanParticipations_2892C80123049C98EF58C311EBE9AC3C" xlink:type="arc" />
    <link:label id="lab_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_80BC0F68843410B8806EC311EBE9C59E_verboseLabel_en-US" xlink:label="lab_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_80BC0F68843410B8806EC311EBE9C59E" 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_80BC0F68843410B8806EC311EBE9C59E_label_en-US" xlink:label="lab_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_80BC0F68843410B8806EC311EBE9C59E" 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_80BC0F68843410B8806EC311EBE9C59E_documentation_en-US" xlink:label="lab_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_80BC0F68843410B8806EC311EBE9C59E" 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-20200331.xsd#jrvr_ProceedsFromMaturitiesOfBankLoanParticipations" xlink:label="loc_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_80BC0F68843410B8806EC311EBE9C59E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_80BC0F68843410B8806EC311EBE9C59E" xlink:to="lab_jrvr_ProceedsFromMaturitiesOfBankLoanParticipations_80BC0F68843410B8806EC311EBE9C59E" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherInvestmentsAbstract_769A8350F58D11FE2E17C311EBE927A0_verboseLabel_en-US" xlink:label="lab_us-gaap_OtherInvestmentsAbstract_769A8350F58D11FE2E17C311EBE927A0" 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_769A8350F58D11FE2E17C311EBE927A0_label_en-US" xlink:label="lab_us-gaap_OtherInvestmentsAbstract_769A8350F58D11FE2E17C311EBE927A0" 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_769A8350F58D11FE2E17C311EBE927A0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherInvestmentsAbstract_769A8350F58D11FE2E17C311EBE927A0" xlink:to="lab_us-gaap_OtherInvestmentsAbstract_769A8350F58D11FE2E17C311EBE927A0" xlink:type="arc" />
    <link:label id="lab_us-gaap_PaymentsToAcquireOtherInvestments_D42DA51F7DB56059A7A5C311EBE9BD2A_negatedLabel_en-US" xlink:label="lab_us-gaap_PaymentsToAcquireOtherInvestments_D42DA51F7DB56059A7A5C311EBE9BD2A" 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_D42DA51F7DB56059A7A5C311EBE9BD2A_label_en-US" xlink:label="lab_us-gaap_PaymentsToAcquireOtherInvestments_D42DA51F7DB56059A7A5C311EBE9BD2A" 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_D42DA51F7DB56059A7A5C311EBE9BD2A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PaymentsToAcquireOtherInvestments_D42DA51F7DB56059A7A5C311EBE9BD2A" xlink:to="lab_us-gaap_PaymentsToAcquireOtherInvestments_D42DA51F7DB56059A7A5C311EBE9BD2A" xlink:type="arc" />
    <link:label id="lab_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_29E541536A179F087EF8C311EBEA8B2E_terseLabel_en-US" xlink:label="lab_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_29E541536A179F087EF8C311EBEA8B2E" 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_29E541536A179F087EF8C311EBEA8B2E_label_en-US" xlink:label="lab_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_29E541536A179F087EF8C311EBEA8B2E" 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_29E541536A179F087EF8C311EBEA8B2E_documentation_en-US" xlink:label="lab_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_29E541536A179F087EF8C311EBEA8B2E" 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-20200331.xsd#jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital" xlink:label="loc_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_29E541536A179F087EF8C311EBEA8B2E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_29E541536A179F087EF8C311EBEA8B2E" xlink:to="lab_jrvr_ProceedsFromOtherInvestedAssetReturnOfCapital_29E541536A179F087EF8C311EBEA8B2E" xlink:type="arc" />
    <link:label id="lab_jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets_A21AEDB04E49F07E309BC311EBEA5555_terseLabel_en-US" xlink:label="lab_jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets_A21AEDB04E49F07E309BC311EBEA5555" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Redemptions</link:label>
    <link:label id="lab_jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets_A21AEDB04E49F07E309BC311EBEA5555_label_en-US" xlink:label="lab_jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets_A21AEDB04E49F07E309BC311EBEA5555" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Proceeds From Maturities And Repayments Of Other Invested Assets</link:label>
    <link:label id="lab_jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets_A21AEDB04E49F07E309BC311EBEA5555_documentation_en-US" xlink:label="lab_jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets_A21AEDB04E49F07E309BC311EBEA5555" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents proceeds from maturities and repayments of other invested assets.</link:label>
    <link:loc xlink:href="jrvr-20200331.xsd#jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets" xlink:label="loc_jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets_A21AEDB04E49F07E309BC311EBEA5555" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets_A21AEDB04E49F07E309BC311EBEA5555" xlink:to="lab_jrvr_ProceedsFromMaturitiesAndRepaymentsOfOtherInvestedAssets_A21AEDB04E49F07E309BC311EBEA5555" xlink:type="arc" />
    <link:label id="lab_us-gaap_PaymentsForProceedsFromShortTermInvestments_4921F4220B34C17624ADC311EBEBADC5_negatedLabel_en-US" xlink:label="lab_us-gaap_PaymentsForProceedsFromShortTermInvestments_4921F4220B34C17624ADC311EBEBADC5" 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_4921F4220B34C17624ADC311EBEBADC5_label_en-US" xlink:label="lab_us-gaap_PaymentsForProceedsFromShortTermInvestments_4921F4220B34C17624ADC311EBEBADC5" 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_4921F4220B34C17624ADC311EBEBADC5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PaymentsForProceedsFromShortTermInvestments_4921F4220B34C17624ADC311EBEBADC5" xlink:to="lab_us-gaap_PaymentsForProceedsFromShortTermInvestments_4921F4220B34C17624ADC311EBEBADC5" xlink:type="arc" />
    <link:label id="lab_jrvr_PaymentsforProceedsfromUnsettledInvestmentsNet_61857AFE09EE5D1FCEB8C311EBEB51F1_negatedLabel_en-US" xlink:label="lab_jrvr_PaymentsforProceedsfromUnsettledInvestmentsNet_61857AFE09EE5D1FCEB8C311EBEB51F1" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Securities receivable or payable, net</link:label>
    <link:label id="lab_jrvr_PaymentsforProceedsfromUnsettledInvestmentsNet_61857AFE09EE5D1FCEB8C311EBEB51F1_label_en-US" xlink:label="lab_jrvr_PaymentsforProceedsfromUnsettledInvestmentsNet_61857AFE09EE5D1FCEB8C311EBEB51F1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments for (Proceeds from) Unsettled Investments, Net</link:label>
    <link:label id="lab_jrvr_PaymentsforProceedsfromUnsettledInvestmentsNet_61857AFE09EE5D1FCEB8C311EBEB51F1_documentation_en-US" xlink:label="lab_jrvr_PaymentsforProceedsfromUnsettledInvestmentsNet_61857AFE09EE5D1FCEB8C311EBEB51F1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Payments for (Proceeds from) Unsettled Investments, Net</link:label>
    <link:loc xlink:href="jrvr-20200331.xsd#jrvr_PaymentsforProceedsfromUnsettledInvestmentsNet" xlink:label="loc_jrvr_PaymentsforProceedsfromUnsettledInvestmentsNet_61857AFE09EE5D1FCEB8C311EBEB51F1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_PaymentsforProceedsfromUnsettledInvestmentsNet_61857AFE09EE5D1FCEB8C311EBEB51F1" xlink:to="lab_jrvr_PaymentsforProceedsfromUnsettledInvestmentsNet_61857AFE09EE5D1FCEB8C311EBEB51F1" xlink:type="arc" />
    <link:label id="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_5943067F54FD3109B26BC311EBEBECCF_negatedLabel_en-US" xlink:label="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_5943067F54FD3109B26BC311EBEBECCF" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Purchases of property and equipment</link:label>
    <link:label id="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_5943067F54FD3109B26BC311EBEBECCF_label_en-US" xlink:label="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_5943067F54FD3109B26BC311EBEBECCF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments to Acquire Property, Plant, and Equipment</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_PaymentsToAcquirePropertyPlantAndEquipment" xlink:label="loc_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_5943067F54FD3109B26BC311EBEBECCF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_5943067F54FD3109B26BC311EBEBECCF" xlink:to="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_5943067F54FD3109B26BC311EBEBECCF" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_001FC0791F12D37D4AAAC311EBECD50D_totalLabel_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_001FC0791F12D37D4AAAC311EBECD50D" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Net cash used in investing activities</link:label>
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_001FC0791F12D37D4AAAC311EBECD50D_label_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_001FC0791F12D37D4AAAC311EBECD50D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Cash Provided by (Used in) Investing Activities</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_001FC0791F12D37D4AAAC311EBECD50D" xlink:to="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_001FC0791F12D37D4AAAC311EBECD50D" xlink:type="arc" />
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    <link:label id="lab_srt_CounterpartyNameAxis_522D8815B62A1AA497DEC311E9F3347C_label_en-US" xlink:label="lab_srt_CounterpartyNameAxis_522D8815B62A1AA497DEC311E9F3347C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Counterparty Name [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2019/elts/srt-2019-01-31.xsd#srt_CounterpartyNameAxis" xlink:label="loc_srt_CounterpartyNameAxis_522D8815B62A1AA497DEC311E9F3347C" xlink:type="locator" />
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    <link:label id="lab_srt_RepurchaseAgreementCounterpartyNameDomain_544861F58177910699B8C311E9F312F1_label_en-US" xlink:label="lab_srt_RepurchaseAgreementCounterpartyNameDomain_544861F58177910699B8C311E9F312F1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Counterparty Name [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2019/elts/srt-2019-01-31.xsd#srt_RepurchaseAgreementCounterpartyNameDomain" xlink:label="loc_srt_RepurchaseAgreementCounterpartyNameDomain_544861F58177910699B8C311E9F312F1" xlink:type="locator" />
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    <link:label id="lab_jrvr_RaiserMember_7A7C617AAD6247612B24C311E9F411D6_terseLabel_en-US" xlink:label="lab_jrvr_RaiserMember_7A7C617AAD6247612B24C311E9F411D6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Raiser</link:label>
    <link:label id="lab_jrvr_RaiserMember_7A7C617AAD6247612B24C311E9F411D6_label_en-US" xlink:label="lab_jrvr_RaiserMember_7A7C617AAD6247612B24C311E9F411D6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Raiser [Member]</link:label>
    <link:label id="lab_jrvr_RaiserMember_7A7C617AAD6247612B24C311E9F411D6_documentation_en-US" xlink:label="lab_jrvr_RaiserMember_7A7C617AAD6247612B24C311E9F411D6" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Raiser [Member]</link:label>
    <link:loc xlink:href="jrvr-20200331.xsd#jrvr_RaiserMember" xlink:label="loc_jrvr_RaiserMember_7A7C617AAD6247612B24C311E9F411D6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_RaiserMember_7A7C617AAD6247612B24C311E9F411D6" xlink:to="lab_jrvr_RaiserMember_7A7C617AAD6247612B24C311E9F411D6" xlink:type="arc" />
    <link:label id="lab_srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_1112F915D73BE8270893C311E9F40C83_terseLabel_en-US" xlink:label="lab_srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_1112F915D73BE8270893C311E9F40C83" 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_1112F915D73BE8270893C311E9F40C83_label_en-US" xlink:label="lab_srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_1112F915D73BE8270893C311E9F40C83" 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_1112F915D73BE8270893C311E9F40C83" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_1112F915D73BE8270893C311E9F40C83" xlink:to="lab_srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_1112F915D73BE8270893C311E9F40C83" xlink:type="arc" />
    <link:label id="lab_srt_EquityMethodInvesteeNameDomain_F802186A97B4BCAD3C05C311E9F46EE8_terseLabel_en-US" xlink:label="lab_srt_EquityMethodInvesteeNameDomain_F802186A97B4BCAD3C05C311E9F46EE8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Investment, Name [Domain]</link:label>
    <link:label id="lab_srt_EquityMethodInvesteeNameDomain_F802186A97B4BCAD3C05C311E9F46EE8_label_en-US" xlink:label="lab_srt_EquityMethodInvesteeNameDomain_F802186A97B4BCAD3C05C311E9F46EE8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investment, Name [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2019/elts/srt-2019-01-31.xsd#srt_EquityMethodInvesteeNameDomain" xlink:label="loc_srt_EquityMethodInvesteeNameDomain_F802186A97B4BCAD3C05C311E9F46EE8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_EquityMethodInvesteeNameDomain_F802186A97B4BCAD3C05C311E9F46EE8" xlink:to="lab_srt_EquityMethodInvesteeNameDomain_F802186A97B4BCAD3C05C311E9F46EE8" xlink:type="arc" />
    <link:label id="lab_jrvr_ThirdpartyReinsuredsMember_655CEC8D9B0E8F7E0330C311E9F50BFA_terseLabel_en-US" xlink:label="lab_jrvr_ThirdpartyReinsuredsMember_655CEC8D9B0E8F7E0330C311E9F50BFA" 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_655CEC8D9B0E8F7E0330C311E9F50BFA_label_en-US" xlink:label="lab_jrvr_ThirdpartyReinsuredsMember_655CEC8D9B0E8F7E0330C311E9F50BFA" 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_655CEC8D9B0E8F7E0330C311E9F50BFA_documentation_en-US" xlink:label="lab_jrvr_ThirdpartyReinsuredsMember_655CEC8D9B0E8F7E0330C311E9F50BFA" 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-20200331.xsd#jrvr_ThirdpartyReinsuredsMember" xlink:label="loc_jrvr_ThirdpartyReinsuredsMember_655CEC8D9B0E8F7E0330C311E9F50BFA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ThirdpartyReinsuredsMember_655CEC8D9B0E8F7E0330C311E9F50BFA" xlink:to="lab_jrvr_ThirdpartyReinsuredsMember_655CEC8D9B0E8F7E0330C311E9F50BFA" xlink:type="arc" />
    <link:label id="lab_jrvr_JrgReinsuranceCompanyLtdMember_4F2E649ED4E130121C43C311E9F6E444_verboseLabel_en-US" xlink:label="lab_jrvr_JrgReinsuranceCompanyLtdMember_4F2E649ED4E130121C43C311E9F6E444" 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_4F2E649ED4E130121C43C311E9F6E444_label_en-US" xlink:label="lab_jrvr_JrgReinsuranceCompanyLtdMember_4F2E649ED4E130121C43C311E9F6E444" 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_4F2E649ED4E130121C43C311E9F6E444_documentation_en-US" xlink:label="lab_jrvr_JrgReinsuranceCompanyLtdMember_4F2E649ED4E130121C43C311E9F6E444" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents reinsurance subsidiary of the entity.</link:label>
    <link:loc xlink:href="jrvr-20200331.xsd#jrvr_JrgReinsuranceCompanyLtdMember" xlink:label="loc_jrvr_JrgReinsuranceCompanyLtdMember_4F2E649ED4E130121C43C311E9F6E444" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_JrgReinsuranceCompanyLtdMember_4F2E649ED4E130121C43C311E9F6E444" xlink:to="lab_jrvr_JrgReinsuranceCompanyLtdMember_4F2E649ED4E130121C43C311E9F6E444" xlink:type="arc" />
    <link:label id="lab_us-gaap_CreditFacilityAxis_1AAFDCFA73E2D2B84819C311E9F6C44C_terseLabel_en-US" xlink:label="lab_us-gaap_CreditFacilityAxis_1AAFDCFA73E2D2B84819C311E9F6C44C" 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_1AAFDCFA73E2D2B84819C311E9F6C44C_label_en-US" xlink:label="lab_us-gaap_CreditFacilityAxis_1AAFDCFA73E2D2B84819C311E9F6C44C" 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_1AAFDCFA73E2D2B84819C311E9F6C44C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CreditFacilityAxis_1AAFDCFA73E2D2B84819C311E9F6C44C" xlink:to="lab_us-gaap_CreditFacilityAxis_1AAFDCFA73E2D2B84819C311E9F6C44C" xlink:type="arc" />
    <link:label id="lab_us-gaap_CreditFacilityDomain_592A23BD4C41532406EBC311E9F6D42A_terseLabel_en-US" xlink:label="lab_us-gaap_CreditFacilityDomain_592A23BD4C41532406EBC311E9F6D42A" 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_592A23BD4C41532406EBC311E9F6D42A_label_en-US" xlink:label="lab_us-gaap_CreditFacilityDomain_592A23BD4C41532406EBC311E9F6D42A" 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_592A23BD4C41532406EBC311E9F6D42A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CreditFacilityDomain_592A23BD4C41532406EBC311E9F6D42A" xlink:to="lab_us-gaap_CreditFacilityDomain_592A23BD4C41532406EBC311E9F6D42A" xlink:type="arc" />
    <link:label id="lab_jrvr_LetterOfCredit75MillionMember_829DB63E6C3160020A9FC311E9F7ED1C_verboseLabel_en-US" xlink:label="lab_jrvr_LetterOfCredit75MillionMember_829DB63E6C3160020A9FC311E9F7ED1C" 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_829DB63E6C3160020A9FC311E9F7ED1C_label_en-US" xlink:label="lab_jrvr_LetterOfCredit75MillionMember_829DB63E6C3160020A9FC311E9F7ED1C" 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_829DB63E6C3160020A9FC311E9F7ED1C_documentation_en-US" xlink:label="lab_jrvr_LetterOfCredit75MillionMember_829DB63E6C3160020A9FC311E9F7ED1C" 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-20200331.xsd#jrvr_LetterOfCredit75MillionMember" xlink:label="loc_jrvr_LetterOfCredit75MillionMember_829DB63E6C3160020A9FC311E9F7ED1C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_LetterOfCredit75MillionMember_829DB63E6C3160020A9FC311E9F7ED1C" xlink:to="lab_jrvr_LetterOfCredit75MillionMember_829DB63E6C3160020A9FC311E9F7ED1C" xlink:type="arc" />
    <link:label id="lab_jrvr_A2013FacilityMember_8A123283603451192F3CC311E9F7D682_verboseLabel_en-US" xlink:label="lab_jrvr_A2013FacilityMember_8A123283603451192F3CC311E9F7D682" 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_8A123283603451192F3CC311E9F7D682_label_en-US" xlink:label="lab_jrvr_A2013FacilityMember_8A123283603451192F3CC311E9F7D682" 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_8A123283603451192F3CC311E9F7D682_documentation_en-US" xlink:label="lab_jrvr_A2013FacilityMember_8A123283603451192F3CC311E9F7D682" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">2013 Facility</link:label>
    <link:loc xlink:href="jrvr-20200331.xsd#jrvr_A2013FacilityMember" xlink:label="loc_jrvr_A2013FacilityMember_8A123283603451192F3CC311E9F7D682" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_A2013FacilityMember_8A123283603451192F3CC311E9F7D682" xlink:to="lab_jrvr_A2013FacilityMember_8A123283603451192F3CC311E9F7D682" xlink:type="arc" />
    <link:label id="lab_jrvr_A2017FacilityMember_F37DBF438558DB711130C311E9F73626_terseLabel_en-US" xlink:label="lab_jrvr_A2017FacilityMember_F37DBF438558DB711130C311E9F73626" 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_F37DBF438558DB711130C311E9F73626_label_en-US" xlink:label="lab_jrvr_A2017FacilityMember_F37DBF438558DB711130C311E9F73626" 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_F37DBF438558DB711130C311E9F73626_documentation_en-US" xlink:label="lab_jrvr_A2017FacilityMember_F37DBF438558DB711130C311E9F73626" 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-20200331.xsd#jrvr_A2017FacilityMember" xlink:label="loc_jrvr_A2017FacilityMember_F37DBF438558DB711130C311E9F73626" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_A2017FacilityMember_F37DBF438558DB711130C311E9F73626" xlink:to="lab_jrvr_A2017FacilityMember_F37DBF438558DB711130C311E9F73626" xlink:type="arc" />
    <link:label id="lab_jrvr_ContingentLiabilitiesLineItems_BDE5EC4B8B952FDB6515C311E9F71CEC_terseLabel_en-US" xlink:label="lab_jrvr_ContingentLiabilitiesLineItems_BDE5EC4B8B952FDB6515C311E9F71CEC" 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_BDE5EC4B8B952FDB6515C311E9F71CEC_label_en-US" xlink:label="lab_jrvr_ContingentLiabilitiesLineItems_BDE5EC4B8B952FDB6515C311E9F71CEC" 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_BDE5EC4B8B952FDB6515C311E9F71CEC_documentation_en-US" xlink:label="lab_jrvr_ContingentLiabilitiesLineItems_BDE5EC4B8B952FDB6515C311E9F71CEC" 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-20200331.xsd#jrvr_ContingentLiabilitiesLineItems" xlink:label="loc_jrvr_ContingentLiabilitiesLineItems_BDE5EC4B8B952FDB6515C311E9F71CEC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ContingentLiabilitiesLineItems_BDE5EC4B8B952FDB6515C311E9F71CEC" xlink:to="lab_jrvr_ContingentLiabilitiesLineItems_BDE5EC4B8B952FDB6515C311E9F71CEC" xlink:type="arc" />
    <link:label id="lab_jrvr_NumberofCreditFacilities_BA2A1879B97676015B08C311E9F86CA8_terseLabel_en-US" xlink:label="lab_jrvr_NumberofCreditFacilities_BA2A1879B97676015B08C311E9F86CA8" 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_BA2A1879B97676015B08C311E9F86CA8_label_en-US" xlink:label="lab_jrvr_NumberofCreditFacilities_BA2A1879B97676015B08C311E9F86CA8" 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_BA2A1879B97676015B08C311E9F86CA8_documentation_en-US" xlink:label="lab_jrvr_NumberofCreditFacilities_BA2A1879B97676015B08C311E9F86CA8" 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-20200331.xsd#jrvr_NumberofCreditFacilities" xlink:label="loc_jrvr_NumberofCreditFacilities_BA2A1879B97676015B08C311E9F86CA8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_NumberofCreditFacilities_BA2A1879B97676015B08C311E9F86CA8" xlink:to="lab_jrvr_NumberofCreditFacilities_BA2A1879B97676015B08C311E9F86CA8" xlink:type="arc" />
    <link:label id="lab_jrvr_LetterOfCreditFacilityAmount_F62C71911BBE40EEA46DC311E9FD55CC_verboseLabel_en-US" xlink:label="lab_jrvr_LetterOfCreditFacilityAmount_F62C71911BBE40EEA46DC311E9FD55CC" 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_F62C71911BBE40EEA46DC311E9FD55CC_label_en-US" xlink:label="lab_jrvr_LetterOfCreditFacilityAmount_F62C71911BBE40EEA46DC311E9FD55CC" 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_F62C71911BBE40EEA46DC311E9FD55CC_documentation_en-US" xlink:label="lab_jrvr_LetterOfCreditFacilityAmount_F62C71911BBE40EEA46DC311E9FD55CC" 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>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_LetterOfCreditFacilityAmount_F62C71911BBE40EEA46DC311E9FD55CC" xlink:to="lab_jrvr_LetterOfCreditFacilityAmount_F62C71911BBE40EEA46DC311E9FD55CC" xlink:type="arc" />
    <link:label id="lab_us-gaap_LettersOfCreditOutstandingAmount_2FA1E5DD3CB19CA7863DC311E9FD3778_verboseLabel_en-US" xlink:label="lab_us-gaap_LettersOfCreditOutstandingAmount_2FA1E5DD3CB19CA7863DC311E9FD3778" 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_2FA1E5DD3CB19CA7863DC311E9FD3778_label_en-US" xlink:label="lab_us-gaap_LettersOfCreditOutstandingAmount_2FA1E5DD3CB19CA7863DC311E9FD3778" 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_2FA1E5DD3CB19CA7863DC311E9FD3778" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LettersOfCreditOutstandingAmount_2FA1E5DD3CB19CA7863DC311E9FD3778" xlink:to="lab_us-gaap_LettersOfCreditOutstandingAmount_2FA1E5DD3CB19CA7863DC311E9FD3778" xlink:type="arc" />
    <link:label id="lab_jrvr_AssetsDepositedForSecuringLettersOfCredit_320BC2EAAE02C5B70E84C311E9FEA0ED_verboseLabel_en-US" xlink:label="lab_jrvr_AssetsDepositedForSecuringLettersOfCredit_320BC2EAAE02C5B70E84C311E9FEA0ED" 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_320BC2EAAE02C5B70E84C311E9FEA0ED_label_en-US" xlink:label="lab_jrvr_AssetsDepositedForSecuringLettersOfCredit_320BC2EAAE02C5B70E84C311E9FEA0ED" 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_320BC2EAAE02C5B70E84C311E9FEA0ED_documentation_en-US" xlink:label="lab_jrvr_AssetsDepositedForSecuringLettersOfCredit_320BC2EAAE02C5B70E84C311E9FEA0ED" 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-20200331.xsd#jrvr_AssetsDepositedForSecuringLettersOfCredit" xlink:label="loc_jrvr_AssetsDepositedForSecuringLettersOfCredit_320BC2EAAE02C5B70E84C311E9FEA0ED" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_AssetsDepositedForSecuringLettersOfCredit_320BC2EAAE02C5B70E84C311E9FEA0ED" xlink:to="lab_jrvr_AssetsDepositedForSecuringLettersOfCredit_320BC2EAAE02C5B70E84C311E9FEA0ED" xlink:type="arc" />
    <link:label id="lab_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_B1746512EDA9B09ED17FC32A8F859302_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_B1746512EDA9B09ED17FC32A8F859302" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Line of credit (up to)</link:label>
    <link:label id="lab_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_B1746512EDA9B09ED17FC32A8F859302_label_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_B1746512EDA9B09ED17FC32A8F859302" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line of Credit Facility, Maximum Borrowing Capacity</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity" xlink:label="loc_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_B1746512EDA9B09ED17FC32A8F859302" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_B1746512EDA9B09ED17FC32A8F859302" xlink:to="lab_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_B1746512EDA9B09ED17FC32A8F859302" xlink:type="arc" />
    <link:label id="lab_us-gaap_AssetsHeldInTrust_29DD43FF80BAB5ABF0A2C311E9FE209C_verboseLabel_en-US" xlink:label="lab_us-gaap_AssetsHeldInTrust_29DD43FF80BAB5ABF0A2C311E9FE209C" 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_29DD43FF80BAB5ABF0A2C311E9FE209C_label_en-US" xlink:label="lab_us-gaap_AssetsHeldInTrust_29DD43FF80BAB5ABF0A2C311E9FE209C" 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_29DD43FF80BAB5ABF0A2C311E9FE209C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AssetsHeldInTrust_29DD43FF80BAB5ABF0A2C311E9FE209C" xlink:to="lab_us-gaap_AssetsHeldInTrust_29DD43FF80BAB5ABF0A2C311E9FE209C" xlink:type="arc" />
    <link:label id="lab_us-gaap_RestrictedCashEquivalents_FF30A39BBA710325C406C311E9FE06C6_verboseLabel_en-US" xlink:label="lab_us-gaap_RestrictedCashEquivalents_FF30A39BBA710325C406C311E9FE06C6" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Amount of collateral held</link:label>
    <link:label id="lab_us-gaap_RestrictedCashEquivalents_FF30A39BBA710325C406C311E9FE06C6_label_en-US" xlink:label="lab_us-gaap_RestrictedCashEquivalents_FF30A39BBA710325C406C311E9FE06C6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Restricted Cash Equivalents</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_RestrictedCashEquivalents" xlink:label="loc_us-gaap_RestrictedCashEquivalents_FF30A39BBA710325C406C311E9FE06C6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RestrictedCashEquivalents_FF30A39BBA710325C406C311E9FE06C6" xlink:to="lab_us-gaap_RestrictedCashEquivalents_FF30A39BBA710325C406C311E9FE06C6" xlink:type="arc" />
    <link:label id="lab_us-gaap_DividendsCommonStockCash_8E5D3CBE794234F69DEDA247DF6600BD_terseLabel_en-US" xlink:label="lab_us-gaap_DividendsCommonStockCash_8E5D3CBE794234F69DEDA247DF6600BD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Total Amount (thousands)</link:label>
    <link:label id="lab_us-gaap_DividendsCommonStockCash_8E5D3CBE794234F69DEDA247DF6600BD_label_en-US" xlink:label="lab_us-gaap_DividendsCommonStockCash_8E5D3CBE794234F69DEDA247DF6600BD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Dividends, Common Stock, Cash</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DividendsCommonStockCash" xlink:label="loc_us-gaap_DividendsCommonStockCash_8E5D3CBE794234F69DEDA247DF6600BD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DividendsCommonStockCash_8E5D3CBE794234F69DEDA247DF6600BD" xlink:to="lab_us-gaap_DividendsCommonStockCash_8E5D3CBE794234F69DEDA247DF6600BD" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAmortizedCostAbstract_22620FFD580B53D46758E8567A7E5510_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAmortizedCostAbstract_3B3563BE695953C28E2DA40C43220EC5" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Cost or Amortized Cost</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAmortizedCostAbstract_22620FFD580B53D46758E8567A7E5510_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAmortizedCostAbstract_3B3563BE695953C28E2DA40C43220EC5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Amortized Cost, Fiscal Year Maturity [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAmortizedCostAbstract" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAmortizedCostAbstract_3B3563BE695953C28E2DA40C43220EC5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAmortizedCostAbstract_3B3563BE695953C28E2DA40C43220EC5" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAmortizedCostAbstract_3B3563BE695953C28E2DA40C43220EC5" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost_72B207C1FDAD01AC3412E8567A7FBBBA_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost_F9025BC203D4533DB9E22CF6B78FA8C2" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">One year or less</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost_72B207C1FDAD01AC3412E8567A7FBBBA_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost_F9025BC203D4533DB9E22CF6B78FA8C2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Maturity, Allocated and Single Maturity Date, within One Year, Amortized Cost</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost_F9025BC203D4533DB9E22CF6B78FA8C2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost_F9025BC203D4533DB9E22CF6B78FA8C2" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost_F9025BC203D4533DB9E22CF6B78FA8C2" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost_7FA5C3704A3370459A55E8567A7FBA32_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost_252650D969775B0AA99881D3DCC02C69" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">After one year through five years</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost_7FA5C3704A3370459A55E8567A7FBA32_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost_252650D969775B0AA99881D3DCC02C69" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Maturity, Allocated and Single Maturity Date, after One Through Five Years, Amortized Cost</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost_252650D969775B0AA99881D3DCC02C69" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost_252650D969775B0AA99881D3DCC02C69" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost_252650D969775B0AA99881D3DCC02C69" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost_9D6A5AAB24FA3BF4210CE8567A7F8A0F_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost_82A71409E8275292ABFEAD98B87B4776" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">After five years through ten years</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost_9D6A5AAB24FA3BF4210CE8567A7F8A0F_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost_82A71409E8275292ABFEAD98B87B4776" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Maturity, Allocated and Single Maturity Date, after Five Through Ten Years, Amortized Cost</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost_82A71409E8275292ABFEAD98B87B4776" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost_82A71409E8275292ABFEAD98B87B4776" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost_82A71409E8275292ABFEAD98B87B4776" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost_7F6A8BF301F6B06DA684E8567A7F87E3_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost_0FB376CC954852A09A374277C0D5C11D" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">After ten years</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost_7F6A8BF301F6B06DA684E8567A7F87E3_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost_0FB376CC954852A09A374277C0D5C11D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Allocated and Single Maturity Date, Maturity, after 10 Years, Amortized Cost</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost_0FB376CC954852A09A374277C0D5C11D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost_0FB376CC954852A09A374277C0D5C11D" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost_0FB376CC954852A09A374277C0D5C11D" xlink:type="arc" />
    <link:label id="lab_jrvr_ResidentialMortgageBackedAmortizedCost_2EB98B82947D94BBF72BE8567A80FAC6_verboseLabel_en-US" xlink:label="lab_jrvr_ResidentialMortgageBackedAmortizedCost_C982122F0C105B4894B6F24D5A846CE4" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Residential mortgage-backed</link:label>
    <link:label id="lab_jrvr_ResidentialMortgageBackedAmortizedCost_2EB98B82947D94BBF72BE8567A80FAC6_label_en-US" xlink:label="lab_jrvr_ResidentialMortgageBackedAmortizedCost_C982122F0C105B4894B6F24D5A846CE4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Residential Mortgage Backed Amortized Cost</link:label>
    <link:label id="lab_jrvr_ResidentialMortgageBackedAmortizedCost_2EB98B82947D94BBF72BE8567A80FAC6_documentation_en-US" xlink:label="lab_jrvr_ResidentialMortgageBackedAmortizedCost_C982122F0C105B4894B6F24D5A846CE4" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents Amortized Cost of Residential mortgage-backed securities.</link:label>
    <link:loc xlink:href="jrvr-20200331.xsd#jrvr_ResidentialMortgageBackedAmortizedCost" xlink:label="loc_jrvr_ResidentialMortgageBackedAmortizedCost_C982122F0C105B4894B6F24D5A846CE4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ResidentialMortgageBackedAmortizedCost_C982122F0C105B4894B6F24D5A846CE4" xlink:to="lab_jrvr_ResidentialMortgageBackedAmortizedCost_C982122F0C105B4894B6F24D5A846CE4" xlink:type="arc" />
    <link:label id="lab_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_8CCCE465D4DAF49FE410E8567A80F50A_verboseLabel_en-US" xlink:label="lab_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_A9F41133CF32534D867C49B154CBB240" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Commercial mortgage and asset-backed</link:label>
    <link:label id="lab_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_8CCCE465D4DAF49FE410E8567A80F50A_label_en-US" xlink:label="lab_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_A9F41133CF32534D867C49B154CBB240" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Commercial Mortgage And Asset Backed Amortized Cost</link:label>
    <link:label id="lab_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_8CCCE465D4DAF49FE410E8567A80F50A_documentation_en-US" xlink:label="lab_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_A9F41133CF32534D867C49B154CBB240" 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-20200331.xsd#jrvr_CommercialMortgageAndAssetBackedAmortizedCost" xlink:label="loc_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_A9F41133CF32534D867C49B154CBB240" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_A9F41133CF32534D867C49B154CBB240" xlink:to="lab_jrvr_CommercialMortgageAndAssetBackedAmortizedCost_A9F41133CF32534D867C49B154CBB240" xlink:type="arc" />
    <link:label id="lab_jrvr_RedeemablePreferredStockAmortizedCost_6AAE078AAF47DD090A37E8567A80D97D_verboseLabel_en-US" xlink:label="lab_jrvr_RedeemablePreferredStockAmortizedCost_8BBC6B7A940D56E4825A2F0AD99D19EF" 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_8BBC6B7A940D56E4825A2F0AD99D19EF" 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_8BBC6B7A940D56E4825A2F0AD99D19EF" 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-20200331.xsd#jrvr_RedeemablePreferredStockAmortizedCost" xlink:label="loc_jrvr_RedeemablePreferredStockAmortizedCost_8BBC6B7A940D56E4825A2F0AD99D19EF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_RedeemablePreferredStockAmortizedCost_8BBC6B7A940D56E4825A2F0AD99D19EF" xlink:to="lab_jrvr_RedeemablePreferredStockAmortizedCost_8BBC6B7A940D56E4825A2F0AD99D19EF" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleDebtSecuritiesAmortizedCostBasis_1112DB20B76096B8E891E8567A801B55_totalLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleDebtSecuritiesAmortizedCostBasis_ED7D484F71365BA6BAFF2FACDFCCDE36" 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_ED7D484F71365BA6BAFF2FACDFCCDE36" 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_ED7D484F71365BA6BAFF2FACDFCCDE36" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleDebtSecuritiesAmortizedCostBasis_ED7D484F71365BA6BAFF2FACDFCCDE36" xlink:to="lab_us-gaap_AvailableForSaleDebtSecuritiesAmortizedCostBasis_ED7D484F71365BA6BAFF2FACDFCCDE36" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract_5C77B3183A0EECB41271E8567A800D40_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract_1D5847751A4255F8B91F98D4902284BD" 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_1D5847751A4255F8B91F98D4902284BD" 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_1D5847751A4255F8B91F98D4902284BD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract_1D5847751A4255F8B91F98D4902284BD" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesFairValueAbstract_1D5847751A4255F8B91F98D4902284BD" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_5A847356C6F4E5D9CB4AE8567A814423_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_C05BF16533035143A4F5D85F3606FD03" 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_C05BF16533035143A4F5D85F3606FD03" 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_C05BF16533035143A4F5D85F3606FD03" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_C05BF16533035143A4F5D85F3606FD03" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_C05BF16533035143A4F5D85F3606FD03" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_A6176CE6343120C0A14DE8567A8141EF_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_5F2377CB000B550F8E858F29BBA74CBC" 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_5F2377CB000B550F8E858F29BBA74CBC" 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_5F2377CB000B550F8E858F29BBA74CBC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_5F2377CB000B550F8E858F29BBA74CBC" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_5F2377CB000B550F8E858F29BBA74CBC" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue_BF15390E69BCB14C130AE8567A819063_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue_6C0639CE866558A298F720FB969CA8BE" 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_6C0639CE866558A298F720FB969CA8BE" 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_6C0639CE866558A298F720FB969CA8BE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue_6C0639CE866558A298F720FB969CA8BE" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsFairValue_6C0639CE866558A298F720FB969CA8BE" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_BD74477881C5FB90EA57E8567A816AAE_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_925933974735537995E20598F8DC9D3F" 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_925933974735537995E20598F8DC9D3F" 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_925933974735537995E20598F8DC9D3F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_925933974735537995E20598F8DC9D3F" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_925933974735537995E20598F8DC9D3F" xlink:type="arc" />
    <link:label id="lab_jrvr_ResidentialMortgageBackedFairValue_B23FA9E52A408357FC37E8567A8136C2_verboseLabel_en-US" xlink:label="lab_jrvr_ResidentialMortgageBackedFairValue_CAC6908A18415178AE698FD5572D5952" 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_CAC6908A18415178AE698FD5572D5952" 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_CAC6908A18415178AE698FD5572D5952" 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-20200331.xsd#jrvr_ResidentialMortgageBackedFairValue" xlink:label="loc_jrvr_ResidentialMortgageBackedFairValue_CAC6908A18415178AE698FD5572D5952" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_ResidentialMortgageBackedFairValue_CAC6908A18415178AE698FD5572D5952" xlink:to="lab_jrvr_ResidentialMortgageBackedFairValue_CAC6908A18415178AE698FD5572D5952" xlink:type="arc" />
    <link:label id="lab_jrvr_CommercialMortgageAndAssetBackedFairValue_F91545FD6F04F6E83073E8567A8283E0_verboseLabel_en-US" xlink:label="lab_jrvr_CommercialMortgageAndAssetBackedFairValue_4F30B0D0FD0A5439819D66AD3FACDC5E" 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_4F30B0D0FD0A5439819D66AD3FACDC5E" 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_4F30B0D0FD0A5439819D66AD3FACDC5E" 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-20200331.xsd#jrvr_CommercialMortgageAndAssetBackedFairValue" xlink:label="loc_jrvr_CommercialMortgageAndAssetBackedFairValue_4F30B0D0FD0A5439819D66AD3FACDC5E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_CommercialMortgageAndAssetBackedFairValue_4F30B0D0FD0A5439819D66AD3FACDC5E" xlink:to="lab_jrvr_CommercialMortgageAndAssetBackedFairValue_4F30B0D0FD0A5439819D66AD3FACDC5E" xlink:type="arc" />
    <link:label id="lab_jrvr_RedeemablePreferredStockFairValue_64C7C094F590A27274B5E8567A826553_verboseLabel_en-US" xlink:label="lab_jrvr_RedeemablePreferredStockFairValue_A7116A089B6353B8B14948FC60873FA2" 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_A7116A089B6353B8B14948FC60873FA2" 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_A7116A089B6353B8B14948FC60873FA2" 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-20200331.xsd#jrvr_RedeemablePreferredStockFairValue" xlink:label="loc_jrvr_RedeemablePreferredStockFairValue_A7116A089B6353B8B14948FC60873FA2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_RedeemablePreferredStockFairValue_A7116A089B6353B8B14948FC60873FA2" xlink:to="lab_jrvr_RedeemablePreferredStockFairValue_A7116A089B6353B8B14948FC60873FA2" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtSecurities_645D1A8B947EA85D54B7E8567A827BA5_totalLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtSecurities_01FE9AC1CF77530E9ED560FFE7F51F8A" 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_01FE9AC1CF77530E9ED560FFE7F51F8A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtSecurities_01FE9AC1CF77530E9ED560FFE7F51F8A" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtSecurities_01FE9AC1CF77530E9ED560FFE7F51F8A" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfComprehensiveIncomeLossTableTextBlock_03C451A6AEDA7707A1105ABB69B29BA2_verboseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfComprehensiveIncomeLossTableTextBlock_03C451A6AEDA7707A1105ABB69B29BA2" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Schedule of components of comprehensive income (loss)</link:label>
    <link:label id="lab_us-gaap_ScheduleOfComprehensiveIncomeLossTableTextBlock_03C451A6AEDA7707A1105ABB69B29BA2_label_en-US" xlink:label="lab_us-gaap_ScheduleOfComprehensiveIncomeLossTableTextBlock_03C451A6AEDA7707A1105ABB69B29BA2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Comprehensive Income (Loss) [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ScheduleOfComprehensiveIncomeLossTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfComprehensiveIncomeLossTableTextBlock_03C451A6AEDA7707A1105ABB69B29BA2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfComprehensiveIncomeLossTableTextBlock_03C451A6AEDA7707A1105ABB69B29BA2" xlink:to="lab_us-gaap_ScheduleOfComprehensiveIncomeLossTableTextBlock_03C451A6AEDA7707A1105ABB69B29BA2" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetIncomeLoss_21630650DDA61F0D1D64B45B445B79CA_verboseLabel_en-US" xlink:label="lab_us-gaap_NetIncomeLoss_21630650DDA61F0D1D64B45B445B79CA" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Net (loss) income to shareholders</link:label>
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    <link:label id="lab_us-gaap_DividendsPayableDateOfRecordDayMonthAndYear_2F3E1AD250D9A4AFF4D6C2E5DA4FBDF7_terseLabel_en-US" xlink:label="lab_us-gaap_DividendsPayableDateOfRecordDayMonthAndYear_2F3E1AD250D9A4AFF4D6C2E5DA4FBDF7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Dividend payable, record date</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_DividendsPayableDateOfRecordDayMonthAndYear" xlink:label="loc_us-gaap_DividendsPayableDateOfRecordDayMonthAndYear_2F3E1AD250D9A4AFF4D6C2E5DA4FBDF7" xlink:type="locator" />
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    <link:label id="lab_us-gaap_RestrictedStockUnitsRSUMember_93057D8F11460AF2903865BDB62105DE_verboseLabel_en-US" xlink:label="lab_us-gaap_RestrictedStockUnitsRSUMember_93057D8F11460AF2903865BDB62105DE" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">RSUs</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RestrictedStockUnitsRSUMember_93057D8F11460AF2903865BDB62105DE" xlink:to="lab_us-gaap_RestrictedStockUnitsRSUMember_93057D8F11460AF2903865BDB62105DE" xlink:type="arc" />
    <link:label id="lab_us-gaap_StockIssuedDuringPeriodSharesNewIssues_9B212ED285C1D2D3CF2B65BDB6219A97_verboseLabel_en-US" xlink:label="lab_us-gaap_StockIssuedDuringPeriodSharesNewIssues_9B212ED285C1D2D3CF2B65BDB6219A97" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Number of common shares issued during period (in shares)</link:label>
    <link:label id="lab_us-gaap_StockIssuedDuringPeriodSharesNewIssues_9B212ED285C1D2D3CF2B65BDB6219A97_label_en-US" xlink:label="lab_us-gaap_StockIssuedDuringPeriodSharesNewIssues_9B212ED285C1D2D3CF2B65BDB6219A97" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Stock Issued During Period, Shares, New Issues</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_StockIssuedDuringPeriodSharesNewIssues" xlink:label="loc_us-gaap_StockIssuedDuringPeriodSharesNewIssues_9B212ED285C1D2D3CF2B65BDB6219A97" xlink:type="locator" />
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    <link:label id="lab_jrvr_RestrictedStockUnitDividendEquivalents_8950355F9F2C1D1E727A65BDB6228064_terseLabel_en-US" xlink:label="lab_jrvr_RestrictedStockUnitDividendEquivalents_8950355F9F2C1D1E727A65BDB6228064" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Restricted stock unit dividend equivalents</link:label>
    <link:label id="lab_jrvr_RestrictedStockUnitDividendEquivalents_8950355F9F2C1D1E727A65BDB6228064_label_en-US" xlink:label="lab_jrvr_RestrictedStockUnitDividendEquivalents_8950355F9F2C1D1E727A65BDB6228064" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Restricted Stock Unit Dividend Equivalents</link:label>
    <link:label id="lab_jrvr_RestrictedStockUnitDividendEquivalents_8950355F9F2C1D1E727A65BDB6228064_documentation_en-US" xlink:label="lab_jrvr_RestrictedStockUnitDividendEquivalents_8950355F9F2C1D1E727A65BDB6228064" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents amount of dividend equivalent of RSU's.</link:label>
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    <link:label id="lab_us-gaap_DividendsPayableCurrentAndNoncurrent_EFA102D70554C35073CE65BDB62252E9_terseLabel_en-US" xlink:label="lab_us-gaap_DividendsPayableCurrentAndNoncurrent_EFA102D70554C35073CE65BDB62252E9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Dividends payable</link:label>
    <link:label id="lab_us-gaap_DividendsPayableCurrentAndNoncurrent_EFA102D70554C35073CE65BDB62252E9_label_en-US" xlink:label="lab_us-gaap_DividendsPayableCurrentAndNoncurrent_EFA102D70554C35073CE65BDB62252E9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Dividends Payable</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DividendsPayableCurrentAndNoncurrent" xlink:label="loc_us-gaap_DividendsPayableCurrentAndNoncurrent_EFA102D70554C35073CE65BDB62252E9" xlink:type="locator" />
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    <link:label id="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryTable_0855B57D423EA579FEE4C311EAC5A3E0_label_en-US" xlink:label="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryTable_0855B57D423EA579FEE4C311EAC5A3E0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investment Income [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryTable" xlink:label="loc_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryTable_0855B57D423EA579FEE4C311EAC5A3E0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryTable_0855B57D423EA579FEE4C311EAC5A3E0" xlink:to="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryTable_0855B57D423EA579FEE4C311EAC5A3E0" xlink:type="arc" />
    <link:label id="lab_jrvr_InvestmentInLlcMember_25BC9C695800E1F5886EC311EAC8F3D9_terseLabel_en-US" xlink:label="lab_jrvr_InvestmentInLlcMember_25BC9C695800E1F5886EC311EAC8F3D9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Investment in LLC</link:label>
    <link:label id="lab_jrvr_InvestmentInLlcMember_25BC9C695800E1F5886EC311EAC8F3D9_label_en-US" xlink:label="lab_jrvr_InvestmentInLlcMember_25BC9C695800E1F5886EC311EAC8F3D9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investment In Llc [Member]</link:label>
    <link:label id="lab_jrvr_InvestmentInLlcMember_25BC9C695800E1F5886EC311EAC8F3D9_documentation_en-US" xlink:label="lab_jrvr_InvestmentInLlcMember_25BC9C695800E1F5886EC311EAC8F3D9" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents investment in LLC`s.</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_InvestmentInLlcMember_25BC9C695800E1F5886EC311EAC8F3D9" xlink:to="lab_jrvr_InvestmentInLlcMember_25BC9C695800E1F5886EC311EAC8F3D9" xlink:type="arc" />
    <link:label id="lab_jrvr_InvestmentInBankHoldingCompanyMember_F5F1AFAADE778F5B501FC311EAC889D0_terseLabel_en-US" xlink:label="lab_jrvr_InvestmentInBankHoldingCompanyMember_F5F1AFAADE778F5B501FC311EAC889D0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Bank Holding Company</link:label>
    <link:label id="lab_jrvr_InvestmentInBankHoldingCompanyMember_F5F1AFAADE778F5B501FC311EAC889D0_label_en-US" xlink:label="lab_jrvr_InvestmentInBankHoldingCompanyMember_F5F1AFAADE778F5B501FC311EAC889D0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investment In Bank Holding Company [Member]</link:label>
    <link:label id="lab_jrvr_InvestmentInBankHoldingCompanyMember_F5F1AFAADE778F5B501FC311EAC889D0_documentation_en-US" xlink:label="lab_jrvr_InvestmentInBankHoldingCompanyMember_F5F1AFAADE778F5B501FC311EAC889D0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information about Investment in bank holding company.</link:label>
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    <link:label id="lab_jrvr_RenewableEnergyLlcsMember_915335D72FC2AADB5805C311EAC90098_verboseLabel_en-US" xlink:label="lab_jrvr_RenewableEnergyLlcsMember_915335D72FC2AADB5805C311EAC90098" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Renewable energy LLCs</link:label>
    <link:label id="lab_jrvr_RenewableEnergyLlcsMember_915335D72FC2AADB5805C311EAC90098_label_en-US" xlink:label="lab_jrvr_RenewableEnergyLlcsMember_915335D72FC2AADB5805C311EAC90098" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Renewable Energy Llcs [Member]</link:label>
    <link:label id="lab_jrvr_RenewableEnergyLlcsMember_915335D72FC2AADB5805C311EAC90098_documentation_en-US" xlink:label="lab_jrvr_RenewableEnergyLlcsMember_915335D72FC2AADB5805C311EAC90098" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Name of the investment category.</link:label>
    <link:loc xlink:href="jrvr-20200331.xsd#jrvr_RenewableEnergyLlcsMember" xlink:label="loc_jrvr_RenewableEnergyLlcsMember_915335D72FC2AADB5805C311EAC90098" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_jrvr_RenewableEnergyLlcsMember_915335D72FC2AADB5805C311EAC90098" xlink:to="lab_jrvr_RenewableEnergyLlcsMember_915335D72FC2AADB5805C311EAC90098" xlink:type="arc" />
    <link:label id="lab_jrvr_RenewableEnergyBridgeFinancingNotesMember_2EAEA8E9D91BAFD24CBFC311EAC97532_terseLabel_en-US" xlink:label="lab_jrvr_RenewableEnergyBridgeFinancingNotesMember_2EAEA8E9D91BAFD24CBFC311EAC97532" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Renewable energy notes receivable</link:label>
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    <link:label id="lab_jrvr_RenewableEnergyBridgeFinancingNotesMember_2EAEA8E9D91BAFD24CBFC311EAC97532_documentation_en-US" xlink:label="lab_jrvr_RenewableEnergyBridgeFinancingNotesMember_2EAEA8E9D91BAFD24CBFC311EAC97532" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Name of the investment category.</link:label>
    <link:loc xlink:href="jrvr-20200331.xsd#jrvr_RenewableEnergyBridgeFinancingNotesMember" xlink:label="loc_jrvr_RenewableEnergyBridgeFinancingNotesMember_2EAEA8E9D91BAFD24CBFC311EAC97532" xlink:type="locator" />
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    <link:label id="lab_srt_PartnershipInterestMember_9EB20D4C1CC580C4DAECC311EAC93063_verboseLabel_en-US" xlink:label="lab_srt_PartnershipInterestMember_9EB20D4C1CC580C4DAECC311EAC93063" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Limited partnerships</link:label>
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    <link:label id="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems_886B521BFED359057B8EC311EACA08BA_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfInvestmentIncomeReportedAmountsByCategoryLineItems_886B521BFED359057B8EC311EACA08BA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Net Investment Income [Line Items]</link:label>
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    <link:label id="lab_us-gaap_OtherInvestments_3077129DEB5D382B9689C311EACAA91A_terseLabel_en-US" xlink:label="lab_us-gaap_OtherInvestments_3077129DEB5D382B9689C311EACAA91A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Total other invested assets</link:label>
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