With him on the same shipment of orphans was John Brady, who became his good friend and was later territorial governor of Alaska. During the Civil War he enlisted as a drummer boy. After marriage, Burke and his wife settled in North Dakota, where he became successively a bookkeeper, bank cashier, county treasurer of Cass County, and finally state governor, from 1891 to 1892.