Moss played tailback at the University of Tulsa and quarterback at Illinois during the 1940s. He was drafted in 1948 by the Green Bay Packers. In 1987, Moss was hired as the head coach of the Chicago Bruisers of the Arena Football League. In 1991, he was named as first coach of the Orlando Predators.