Reilly attended the University of Iowa. He was an All-Big Ten and All-American at offensive guard in 1963. He was invited to play in the East–West Shrine Bowl and the Hula Bowl. At the 1964 NFL Draft, the Chicago Bears selected him in the fourth round. The university planned “Mike Reilly Day” in his honor; but the event was cancelled after the assassination of John F. Kennedy