Exhibit 23.3

Consent of Independent Registered Public Accounting Firm

We consent to the incorporation by reference in the Registration Statement (Form S-8) pertaining to the Paychex, Inc. 2015 Qualified Employee Stock Purchase Plan of Paychex, Inc. of our report dated July 22, 2013, with respect to the consolidated financial statements and schedule of Paychex, Inc. for the year ended May 31, 2013 included in its Annual Report (Form 10-K) for the year ended May 31, 2015, filed with the Securities and Exchange Commission.

/s/ Ernst & Young LLP

Rochester, New York

October 23, 2015