Moore was less successful as a teenage actor and young adult and he often had to play in B-movies such as Dangerous Years during the 1940s. One of his last notable film roles was in Out of the Past (1947), in which he portrayed Robert Mitchum's deaf young assistant, "The Kid". Moore played his last role as a young soldier in Eight Iron Men (1952). He later performed on Broadway, in stock and on television. He went on to teach and write books about acting, edit Equity News, and produce an Oscar-nominated short film (The Boy and the Eagle), and industrial films. He retired from acting in the late 1950s. In 1966, after battling alcohol and drugs, he founded a public relations firm, Dick Moore and Associates, which he ran until 2010.