Jespersen served as an instructor at the training school, and later as a pilot flying transport planes. After having been trained on combat aircraft, he joined RAF Bomber Command. Lieutenant Jespersen's Lancaster of 97 Squadron was shot down over Cherbourg the night between 5 and 6 June 1944. He was awarded the Haakon VII 70th Anniversary Medal posthumously.