Following the Guadalcanal and Tarawa campaigns, General Bourke was assigned as the V Amphibious Corps artillery officer for the invasion of Saipan. He next trained combined Army-Marine artillery units for the XXIV Army Corps, then preparing for the Leyte operation. With Leyte secured, he assumed command of the 5th Marine Division which was planning for the invasion of Japan.