During the inter-war years the RAE maintained a force of 233 regular troops and a militia force of 1,750. With the outbreak of World War II, however, the corps was expanded greatly, eventually reaching a peak of 32,984 men in 1945. RAE units of the Second Australian Imperial Force and militia served in North Africa, Malaya, New Guinea and Borneo campaigns.