Spring City is a town in Rhea County, Tennessee, United States. The population was 2,025 at the 2000 census and 1,981 at the 2010 census. The town is located along Watts Bar Lake, and Watts Bar Dam and the Watts Bar Nuclear Generating Station are nearby.