After college, Mitchell returned to Long Island, where he worked at for the Long Island Progressive Coalition. Mitchell then worked as an organizing director for Citizen Action. During the Ferguson unrest after the shooting of Michael Brown, Mitchell temporarily relocated to Ferguson, Missouri to work with other activists.