Born in Brooklyn, New York, Post started his career in 1938 working as an usher at Loew's Pitkin Theater. He abandoned plans to become an actor after training with Tamara Daykarhanova, and turned to directing summer theatre. Post taught Acting and Drama at New York's High School of Performing Arts in 1950. He persuaded his friend, Sidney Lumet, to do likewise.