Allen Lang Seaman was born on 21 December 1916 at New Haven, Connecticut, and educated at Duke University. He enlisted in the United States Naval Reserve on 15 August 1938 and was ordered to Naval Air Station Pensacola as an Aviation Cadet five months later. Designated a Naval Aviator on 19 October 1939, he was commissioned Ensign in the Naval Reserve on 24 November.