Chambers began drumming at the age of four years old, and was gigging in Baltimore-area nightclubs by the age of six. In 1978 (at 18 years old) he joined Parliament/Funkadelic, and stayed with them until 1985. In 1986 he joined the John Scofield band. Since then he has played with most of the major figures in jazz fusion music.