He left the army after the war and studied briefly in a community college in St. Louis, Missouri before moving to Indianapolis, Indiana where he worked in a dry-goods store as a bookkeeper.
Durbin became active in local politics and was elected as a member of the State Republican Central Committee and was appointed to the executive committee in charge of western headquarters.