 Upon returning home Stevens returned to work with the Postmaster-General's Department.He married Catherine McAllister Macdonald at the Presbyterian Church, South Melbourne on 26 April 1920.Rejoinining the Militia in 1921, he was promoted to captain in 1922 and commanded the 2nd Cavalry Divisional Signals and was promoted to major in 1924.