 Parker decided to go to the stage to learn how to act.He worked for a stock company then tried Broadway, where he had a role in a hit play "Johnny Belinda" (1940) by Elmer Rice.He then replaced Victor Mature in the cast of the musical "Lady in the Dark" (1941) opposite Gertrude Lawrence.