Golden Hills is a census-designated place in Kern County, California, United States. The population was 7,434 at the 2000 census. Golden Hills adjoins the city of Tehachapi on the west. Golden Hills apartments for rent comparison page shows most up to date rent information on Golden Hills apartments and houses. Rent information is obtained from multiple rental sources but we cannot guarantee their accuracy.