<?xml version="1.0"?>
<ownershipDocument>

    <schemaVersion>X0206</schemaVersion>

    <documentType>3</documentType>

    <periodOfReport>2021-12-23</periodOfReport>

    <noSecuritiesOwned>0</noSecuritiesOwned>

    <issuer>
        <issuerCik>0001836176</issuerCik>
        <issuerName>Fathom Digital Manufacturing Corp</issuerName>
        <issuerTradingSymbol>FATH</issuerTradingSymbol>
    </issuer>

    <reportingOwner>
        <reportingOwnerId>
            <rptOwnerCik>0001078565</rptOwnerCik>
            <rptOwnerName>LEEMPUTTE PETER G</rptOwnerName>
        </reportingOwnerId>
        <reportingOwnerAddress>
            <rptOwnerStreet1>C/O FATHOM DIGITAL MANUFACTURING CORP.</rptOwnerStreet1>
            <rptOwnerStreet2>1050 WALNUT RIDGE DRIVE</rptOwnerStreet2>
            <rptOwnerCity>HARTLAND</rptOwnerCity>
            <rptOwnerState>WI</rptOwnerState>
            <rptOwnerZipCode>53029</rptOwnerZipCode>
            <rptOwnerStateDescription></rptOwnerStateDescription>
        </reportingOwnerAddress>
        <reportingOwnerRelationship>
            <isDirector>1</isDirector>
            <isOfficer>0</isOfficer>
            <isTenPercentOwner>0</isTenPercentOwner>
            <isOther>0</isOther>
        </reportingOwnerRelationship>
    </reportingOwner>

    <nonDerivativeTable>
        <nonDerivativeHolding>
            <securityTitle>
                <value>Class A Common Stock</value>
                <footnoteId id="F1"/>
            </securityTitle>
            <postTransactionAmounts>
                <sharesOwnedFollowingTransaction>
                    <value>22500</value>
                </sharesOwnedFollowingTransaction>
            </postTransactionAmounts>
            <ownershipNature>
                <directOrIndirectOwnership>
                    <value>D</value>
                </directOrIndirectOwnership>
            </ownershipNature>
        </nonDerivativeHolding>
        <nonDerivativeHolding>
            <securityTitle>
                <value>Class A Common Stock</value>
                <footnoteId id="F2"/>
                <footnoteId id="F3"/>
            </securityTitle>
            <postTransactionAmounts>
                <sharesOwnedFollowingTransaction>
                    <value>228182</value>
                </sharesOwnedFollowingTransaction>
            </postTransactionAmounts>
            <ownershipNature>
                <directOrIndirectOwnership>
                    <value>D</value>
                </directOrIndirectOwnership>
            </ownershipNature>
        </nonDerivativeHolding>
    </nonDerivativeTable>

    <footnotes>
        <footnote id="F1">Represents Restricted Stock Units (&quot;RSUs&quot;) issued pursuant to the Fathom Digital Manufacturing Corporation 2021 Omnibus Incentive Plan, as amended and/or amended and restated from time to time (the &quot;Plan&quot;). Each RSU represents the contingent right to receive one share of the Issuer's Class A Common Stock. These RSUs will vest in substantially equal annual installments on each of the first three anniversaries of the December 23, 2021 grant date.</footnote>
        <footnote id="F2">Represents shares of Class A Common Stock underlying RSUs issued under the Plan.  Each RSU represents the contingent right to receive one share of the Issuer's Class A Common Stock.  On December 23, 2021 (the &quot;Effective Time&quot;), the Issuer, formerly known as Altimar Acquisition Corp. II, acquired Fathom Holdco, LLC (&quot;Fathom&quot;) pursuant to a Business Combination Agreement by and among the Issuer, Fathom and certain other parties thereto (the &quot;Business Combination Agreement&quot;).  These RSUs were issued to the Reporting Person pursuant to the Business Combination Agreement in exchange for unvested shares of phantom equity in Fathom. 57,046 of such RSUs are time-vesting, with 25% per year vesting in equal annual installments beginning January 1, 2022, subject to continued service through the applicable vesting date. The remaining 171,136 of such RSUs are subject to performance-based vesting conditions based upon the sell-down percentage of</footnote>
        <footnote id="F3">(Continued from footnote 2)(a) CORE Industrial Partners Fund I, LP, CORE Industrial Partners Fund I Parallel, LP, CORE Fund I Holdings-2, LP and CORE Fund I Holdings-5 LP (collectively, the &quot;CORE Investors&quot;), and (b) with respect to the CORE Investors, any person directly controlled by, directly controlling or under direct common control with the CORE Investors (collectively, the &quot;CORE Affiliates&quot;) as follows: (1) 25% of the performance-based RSUs will vest if the CORE Investors and the CORE Affiliates collectively sell-down an investor cumulative sale percentage equal or greater than 60%; (2) 25% of the performance-based RSUs will vest if the CORE Investors and the CORE Affiliates collectively sell-down an investor cumulative sale percentage equal or greater than 80%; and (3) 50% of the performance-based RSUs will vest if the CORE Investors and the CORE Affiliates collectively sell-down an investor cumulative sale percentage equal or greater than 95%.</footnote>
    </footnotes>

    <remarks>Exhibit 24 - Power of Attorney</remarks>

    <ownerSignature>
        <signatureName>/s/Peter Leemputte, by James R. Brown as Attorney-in-Fact</signatureName>
        <signatureDate>2022-01-03</signatureDate>
    </ownerSignature>
</ownershipDocument>
