Eddie "Guitar Slim" Jones was born in Greenwood, Mississippi, United States. His mother died when he was five, and his grandmother raised him, as he spent his teen years in the cotton fields. He spent his free time at the local juke joints and started sitting in as a singer or dancer; he was good enough to be nicknamed "Limber Leg."