Medford is unincorporated community in Anderson County in the U.S. state of Tennessee. Medford is located along U.S. Route 25W, south of Rocky Top and north of Clinton. Medford does not have a post office and uses the ZIP code for Rocky Top, 37769. The Medford area had a population of 1,602 in 2010.