 After the war, Sleeman settled in Townsville and worked as a salesman for the Australian General Electric Company.He married Norma Robinson on 29 December 1945.Major Sleeman became Lord Mayor of Brisbane in 1976 after the Labor party leader in the Brisbane City Council, Bryan Walsh, failed to hold his ward.