 On 10 August 1940, Metcalfe was commissioned as a pilot officer into the Administrative and Special Duties Branch of the Royal Air Force.He was promoted to flying officer on 10 August 1941.He was posted to Cairo in November 1941, returning to Britain at the end of September 1942, but resigned his commission on 17 November 1942.