Charley Baker was born in DeKalb County. He now lives in Anniston.
Baker graduated from Jacksonville State, before earning a master's degree from the University of West Alabama.
Following graduation, Baker served in the Army. He has also worked as a teacher and coach. Baker worked as assistant state auditor from 1991-1994.