Peirse went on to be deputy director of Operations and Intelligence at the Air Ministry in 1930 and, having been promoted to air commodore in 1933, was appointed Air Officer Commanding Palestine Transjordan Command during the Arab revolt in Palestine. Promoted again, this time to air vice-marshal in 1936, he was appointed Deputy Chief of the Air Staff and Director of Operations and Intelligence in January 1937.