Parker's first movie was in "Divorce in the Family" (1932). She appeared in movies for MGM, RKO and Columbia. Her best known movies were "Little Women", "Lady for a Day", "Gabriel Over the White House", "Limehouse Blues", "The Ghost Goes West", and "Rasputin and the Empress". 