After her father's death in 1940, Rankin began working as a clerk for the Union Trustee Company of Australia. She was the commandant of a Brisbane-based Voluntary Aid Detachment during the war. She was also state secretary of the Girl Guides in 1942 and assistant state commissioner of the Young Women's Christian Association (YWCA) the following year.