Moore was invited to Hollywood, where in 1951 he made two films, playing Uriah the Hittite in the biblical epic David and Bathsheba, supporting Gregory Peck and Susan Hayward, and a French Foreign Legion corporal in Ten Tall Men, starring Burt Lancaster. Both were supporting roles.