Joe H. McMullen (May 9, 1924 – September 9, 1983) was an American college football player, coach, and athletics administrator.

He serve as the head football coach at Stetson University from 1950 to 1951, Washington & Jefferson College from 1952 to 1953, the University of Akron from 1954 to 1960, and San Jose State University from 1969 to 1970, compiling a career head coaching record of 58–46–5.

McMullen coached as an assistant at Pennsylvania State University from 1965 to 1968 before being named head coach at San Jose State.

Following his stint at San Jose State, he was hired as the athletic director at Marshall University in 1971.

This biographical article relating to an American football coach is a stub.