Jefferson County is a county located in the U.S. state of Tennessee. As of the 2010 census, the population was 51,407. Its county seat is Dandridge.Jefferson County is part of the Morristown, TN Metropolitan Statistical Area as well as the Knoxville-Morristown-Sevierville, TN Combined Statistical Area.