Old Town (formerly, Williamsburg) is an unincorporated community in Kern County, California. It is located west-northwest of Tehachapi, at an elevation of 3829 feet (1167 m).
The name Williamsburg honored James E. Williams, a businessman. A post office operated at Old Town from 1877 (being transferred from Tehichipa) to 1885.