Trained as a dancer and active on stage, Mitchell won acclaim in such films as The Toast of New Orleans (1950), Deep In My Heart (1954), Oklahoma! (1955) and The Band Wagon (1953). In recent years he was more familiar for his recurring role in All My Children (1979–2010).