<?xml version="1.0" encoding="UTF-8"?>

<!--XBRL Document Created with the Workiva Platform-->
<!--Copyright 2023 Workiva-->
<!--r:6c994320-a4da-45c7-a431-73f7f60cbea8,g:7801314b-fff6-4e8f-bd39-29cb2c831d8e-->
<link:linkbase xmlns:link="http://www.xbrl.org/2003/linkbase" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.xbrl.org/2003/linkbase http://www.xbrl.org/2003/xbrl-linkbase-2003-12-31.xsd">
  <link:roleRef roleURI="http://www.nninc.com/role/CoverPage" xlink:type="simple" xlink:href="nnbr-20230803.xsd#CoverPage"/>
  <link:presentationLink xlink:role="http://www.nninc.com/role/CoverPage" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_dei_CoverAbstract_f1662b62-ee0f-48af-94a1-34f4eefe8bc4" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_CoverAbstract"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityRegistrantName_a87ecb9b-a410-4dda-9b5a-6bf5f9260d2d" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_EntityRegistrantName"/>
    <link:presentationArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_f1662b62-ee0f-48af-94a1-34f4eefe8bc4" xlink:to="loc_dei_EntityRegistrantName_a87ecb9b-a410-4dda-9b5a-6bf5f9260d2d" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_DocumentType_771ac499-d4e2-4be9-aee8-fe4f4f8ec17e" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_DocumentType"/>
    <link:presentationArc order="2" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_f1662b62-ee0f-48af-94a1-34f4eefe8bc4" xlink:to="loc_dei_DocumentType_771ac499-d4e2-4be9-aee8-fe4f4f8ec17e" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_DocumentPeriodEndDate_87d8ab98-191b-4690-b9e6-fc020d6b51d8" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_DocumentPeriodEndDate"/>
    <link:presentationArc order="3" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_f1662b62-ee0f-48af-94a1-34f4eefe8bc4" xlink:to="loc_dei_DocumentPeriodEndDate_87d8ab98-191b-4690-b9e6-fc020d6b51d8" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_AmendmentFlag_0dba5a7c-ba11-44d3-b120-a039b177cf06" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_AmendmentFlag"/>
    <link:presentationArc order="4" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_f1662b62-ee0f-48af-94a1-34f4eefe8bc4" xlink:to="loc_dei_AmendmentFlag_0dba5a7c-ba11-44d3-b120-a039b177cf06" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityCentralIndexKey_c276413e-847f-4c5e-96d6-714e20eef246" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_EntityCentralIndexKey"/>
    <link:presentationArc order="5" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_f1662b62-ee0f-48af-94a1-34f4eefe8bc4" xlink:to="loc_dei_EntityCentralIndexKey_c276413e-847f-4c5e-96d6-714e20eef246" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityIncorporationStateCountryCode_cd3b9981-4944-4021-9da7-70503baf0b42" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_EntityIncorporationStateCountryCode"/>
    <link:presentationArc order="6" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_f1662b62-ee0f-48af-94a1-34f4eefe8bc4" xlink:to="loc_dei_EntityIncorporationStateCountryCode_cd3b9981-4944-4021-9da7-70503baf0b42" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityFileNumber_6aff5c60-4a0f-4dad-8ae0-39feae498714" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_EntityFileNumber"/>
    <link:presentationArc order="7" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_f1662b62-ee0f-48af-94a1-34f4eefe8bc4" xlink:to="loc_dei_EntityFileNumber_6aff5c60-4a0f-4dad-8ae0-39feae498714" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityTaxIdentificationNumber_622e5a41-5b42-4c50-8533-3521f5fa5517" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_EntityTaxIdentificationNumber"/>
    <link:presentationArc order="8" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_f1662b62-ee0f-48af-94a1-34f4eefe8bc4" xlink:to="loc_dei_EntityTaxIdentificationNumber_622e5a41-5b42-4c50-8533-3521f5fa5517" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityAddressAddressLine1_7e30f03e-fa7c-4c7b-b6da-07c9f9627825" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_EntityAddressAddressLine1"/>
    <link:presentationArc order="9" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_f1662b62-ee0f-48af-94a1-34f4eefe8bc4" xlink:to="loc_dei_EntityAddressAddressLine1_7e30f03e-fa7c-4c7b-b6da-07c9f9627825" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityAddressCityOrTown_6532a1f3-ca3a-4100-a94a-10ebbbfb77d7" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_EntityAddressCityOrTown"/>
    <link:presentationArc order="10" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_f1662b62-ee0f-48af-94a1-34f4eefe8bc4" xlink:to="loc_dei_EntityAddressCityOrTown_6532a1f3-ca3a-4100-a94a-10ebbbfb77d7" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityAddressStateOrProvince_2adb0aa5-5421-4c88-9c41-c7a58d25e914" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_EntityAddressStateOrProvince"/>
    <link:presentationArc order="11" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_f1662b62-ee0f-48af-94a1-34f4eefe8bc4" xlink:to="loc_dei_EntityAddressStateOrProvince_2adb0aa5-5421-4c88-9c41-c7a58d25e914" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityAddressPostalZipCode_4706c19d-a46c-4c3a-8101-662cc196771f" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_EntityAddressPostalZipCode"/>
    <link:presentationArc order="12" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_f1662b62-ee0f-48af-94a1-34f4eefe8bc4" xlink:to="loc_dei_EntityAddressPostalZipCode_4706c19d-a46c-4c3a-8101-662cc196771f" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_CityAreaCode_431d6f97-e9c8-4256-af5a-a416bd3c8ba1" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_CityAreaCode"/>
    <link:presentationArc order="13" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_f1662b62-ee0f-48af-94a1-34f4eefe8bc4" xlink:to="loc_dei_CityAreaCode_431d6f97-e9c8-4256-af5a-a416bd3c8ba1" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_LocalPhoneNumber_957992e2-abae-4520-9fac-03f2e6fedd0d" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_LocalPhoneNumber"/>
    <link:presentationArc order="14" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_f1662b62-ee0f-48af-94a1-34f4eefe8bc4" xlink:to="loc_dei_LocalPhoneNumber_957992e2-abae-4520-9fac-03f2e6fedd0d" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_WrittenCommunications_249474b4-f0dd-499c-9519-9bf33c54c297" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_WrittenCommunications"/>
    <link:presentationArc order="15" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_f1662b62-ee0f-48af-94a1-34f4eefe8bc4" xlink:to="loc_dei_WrittenCommunications_249474b4-f0dd-499c-9519-9bf33c54c297" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_SolicitingMaterial_dd7ccd85-cee9-43e6-bfd6-10b6d9e8dc1c" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_SolicitingMaterial"/>
    <link:presentationArc order="16" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_f1662b62-ee0f-48af-94a1-34f4eefe8bc4" xlink:to="loc_dei_SolicitingMaterial_dd7ccd85-cee9-43e6-bfd6-10b6d9e8dc1c" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_PreCommencementTenderOffer_92532b40-6bdf-446a-8c24-c408b5779aaf" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_PreCommencementTenderOffer"/>
    <link:presentationArc order="17" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_f1662b62-ee0f-48af-94a1-34f4eefe8bc4" xlink:to="loc_dei_PreCommencementTenderOffer_92532b40-6bdf-446a-8c24-c408b5779aaf" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_PreCommencementIssuerTenderOffer_f8a686b1-a657-4db7-9b9c-6aba4d5bce4f" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_PreCommencementIssuerTenderOffer"/>
    <link:presentationArc order="18" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_f1662b62-ee0f-48af-94a1-34f4eefe8bc4" xlink:to="loc_dei_PreCommencementIssuerTenderOffer_f8a686b1-a657-4db7-9b9c-6aba4d5bce4f" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_Security12bTitle_c7e8d935-728e-4968-81a3-2bc704001ded" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_Security12bTitle"/>
    <link:presentationArc order="19" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_f1662b62-ee0f-48af-94a1-34f4eefe8bc4" xlink:to="loc_dei_Security12bTitle_c7e8d935-728e-4968-81a3-2bc704001ded" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_TradingSymbol_f65d17a0-cb23-4094-989d-43c5b16dbdb5" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_TradingSymbol"/>
    <link:presentationArc order="20" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_f1662b62-ee0f-48af-94a1-34f4eefe8bc4" xlink:to="loc_dei_TradingSymbol_f65d17a0-cb23-4094-989d-43c5b16dbdb5" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_SecurityExchangeName_e82a66db-e069-429c-bae5-f8f933ed7d09" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_SecurityExchangeName"/>
    <link:presentationArc order="21" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_f1662b62-ee0f-48af-94a1-34f4eefe8bc4" xlink:to="loc_dei_SecurityExchangeName_e82a66db-e069-429c-bae5-f8f933ed7d09" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityEmergingGrowthCompany_af77aa7f-a825-4562-b5e3-ceff4dc1e282" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_EntityEmergingGrowthCompany"/>
    <link:presentationArc order="22" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_f1662b62-ee0f-48af-94a1-34f4eefe8bc4" xlink:to="loc_dei_EntityEmergingGrowthCompany_af77aa7f-a825-4562-b5e3-ceff4dc1e282" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
  </link:presentationLink>
</link:linkbase>
