Vernon returned to the UK to become a pilot in the Royal Flying Corps during World War I. Flying over the Western Front he shot down two aircraft and was awarded the French Croix de Guerre in 1917. He was posted to Canada to train new pilots, and then promoted to Captain and posted to the US to train American pilots. 