The 596th was established in early 1943 as a B-26 Marauder medium bomber group. Initially it was an Operational Training Unit under the Third Air Force in the southeastern United States. It was realigned as an operational squadron and deployed to European Theater of Operations (ETO), and assigned to Ninth Air Force in England in early 1944.