Moore played 20 games in the NHL for the New York Americans. Moore is known for when he replaced Mike Karakas in the Chicago Black Hawks net in game one of the 1938 Stanley Cup Finals because replacement goaltender Paul Goodman did not arrive in Toronto on time.