Walker transited the Panama Canal on 1 November 1943 and proceeded to join the forces engaged in the conquest of Tarawa.
From March through June 1944, Walker operated in the South Pacific escorting troops and transports from Guadalcanal to Bougainville and from various points in New Guinea.