Harriman, Tennessee. Harriman is a city located primarily in Roane County, Tennessee, with a small extension into Morgan County. The population of Harriman was 6,350 at the 2010 census. Harriman is included in the Knoxville, Tennessee Metropolitan Statistical Area.