UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
Washington, DC 20549

FORM N-PX

ANNUAL REPORT OF PROXY VOTING RECORD OF REGISTERED MANAGEMENT
INVESTMENT COMPANY

Investment Company Act File No. 811-22795

First Trust Intermediate Duration Preferred & Income Fund

Exact Name of Registrant as Specified in Declaration of Trust

120 East Liberty Drive, Suite 400, Wheaton, Illinois 60187

Address of Principal Executive Offices (Number, Street, City, State, Zip Code)

W. Scott Jardine
First Trust Portfolios L.P.
120 East Liberty Drive, Suite 400
Wheaton, Illinois 60187

Name and Address (Number, Street, City, State, Zip Code) of Agent for Service

(630) 765-8000
Registrant's Telephone Number, including Area Code

Date of fiscal year end: October 31

Date of reporting period: July 1, 2019 - June 30, 2020

Form N-PX is to be used by a registered management investment company, other than a small business investment company registered on Form N-5 (ss.ss. 239.24 and 274.5 of this chapter), to file reports with the Commission, not later than August 31 of each year, containing the registrant's proxy voting record for the most recent twelve-month period ended June 30, pursuant to section 30 of the Investment Company Act of 1940 and rule 30b1-4 thereunder (17 CFR 270.30b1-4). The Commission may use the information provided on Form N-PX in its regulatory, disclosure review, inspection, and policymaking roles.

A registrant is required to disclose the information specified by Form N-PX, and the Commission will make this information public. A registrant is not required to respond to the collection of information contained in Form N-PX unless the Form displays a currently valid Office of Management and Budget ("OMB") control number. Please direct comments concerning the accuracy of the information collection burden estimate and any suggestions for reducing the burden to the Secretary, Securities and Exchange Commission, 100 F Street, N.E., Washington D.C. 20549. The OMB has reviewed this collection of information under the clearance requirements of 44 U.S.C. Section 3507.

Item 1. Proxy Voting Record

MB FINANCIAL, INC.
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Ticker                   MBFPP
Primary CUSIP            55264U405
Meeting Date             7/18/2019
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                                                                                DID THE FUND       HOW THE        VOTE FOR OR
PROPONENT     PROPOSAL TEXT                                                     CAST ITS VOTE      FUND VOTED     AGAINST MANAGEMENT

Issuer        Amend the Company's charter in substantially the form attached    Yes                For            For
              as Appendix A to the Notice of Special Meeting to (a) clarify
              that stockholders shall not be entitled to exercise any rights
              of an objecting stockholder provided under the Maryland
              General Corporation Law and (b) remove Article 9 of the
              Company's charter relating to the approval of certain business
              combinations with an interested stockholder. PLEASE SELECT FOR
              TO GIVE YOUR CONSENT. PLEASE SELECT AGAINST IF YOU DO NOT
              CONSENT. ONLY VALID VOTING OPTIONS ARE FOR AND AGAINST.

MB FINANCIAL, INC.
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Ticker                   MBFPP
Primary CUSIP            55264U405
Meeting Date             8/23/2019
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                                                                                DID THE FUND       HOW THE        VOTE FOR OR
PROPONENT     PROPOSAL TEXT                                                     CAST ITS VOTE      FUND VOTED     AGAINST MANAGEMENT
Issuer        Approve the merger of the Company with and into Fifth Third       Yes                For            For
              Bancorp ("Fifth Third"), with Fifth Third surviving the merger

FT REAL ESTATE SECS CO
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Ticker
Primary CUSIP            302663208
Meeting Date             10/21/2019
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                                                                                DID THE FUND       HOW THE        VOTE FOR OR
PROPONENT     PROPOSAL TEXT                                                     CAST ITS VOTE      FUND VOTED     AGAINST MANAGEMENT
Issuer        Bank Conversion                                                   No                 Abstain        Abstain


SIGNATURES

Pursuant to the requirements of the Investment Company Act of 1940, the registrant has duly caused this report to be signed on its behalf by the undersigned, thereunto duly authorized.

(Registrant)               First Trust Intermediate Duration
                           Preferred & Income Fund
                           -----------------------------------------


By (Signature and Title)*  /s/ James M. Dykas
                           -----------------------------------
                           James M. Dykas, President and
                           Chief Executive Officer

Date                       July 9, 2020
                           -------------------------

* Print the name and title of each signing officer under his or her signature.

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