QuickLinks -- Click here to rapidly navigate through this document
EXHIBIT 23.3
CONSENT OF INDEPENDENT PETROLEUM ENGINEERS
Cawley, Gillespie & Associates, Inc., hereby consents to the references to our firm, in the context in which they appear, and to the references to and the incorporation by reference of our summary report dated March 5, 2015 included in the Annual Report on Form 10-K of Midstates Petroleum Company, Inc. for the fiscal year ended December 31, 2014, as well as in the notes to the financial statements included therein. We hereby further consent to the incorporation by reference of the references to our firm, in the context in which they appear, and to our summary report dated March 5, 2015, into Midstates Petroleum Company, Inc.'s previously filed Registration Statement No. 333-189499 on Form S-3, and Registration Statement No. 333-180854 and 333-196294 on Form S-8.
Sincerely,
/s/ Cawley, Gillespie & Associates, Inc.
Cawley, Gillespie & Associates, Inc.
Texas Registered Engineering Firm F-693
March 16, 2015
QuickLinks
CONSENT OF INDEPENDENT PETROLEUM ENGINEERS