Born in Clarks Summit, Pennsylvania, Stevens began his acting career after serving in the United States Army Air Corps as a pilot during World War II.
Despite occasional parts in big films, Stevens was unable to break out consistently into A-list movies, so he carved out a career in television as a journeyman dramatic actor.