 Mitchell was the brother of bassist Red Mitchell.He began on clarinet and tuba as a youngster before choosing bass as his primary instrument.He studied radio & television at Syracuse University and then plunged into the New York jazz scene, becoming a regular at the famed nightspots Birdland and Basin Street East.