Frazier Park is a village and unincorporated community in Kern County, California. It is 5 miles west of Lebec, at an elevation of 4,639 feet. It is one of the Mountain Communities of the Tejon Pass. The population was 2,592 in the 2020 census, down from 2,691 in 2010.