 Mitchell joined the Arizona Cardinals as the running backs coach in 2013, and was with the team for four seasons before leaving the team in January 2017.He was signed to be the New York Jets' running backs coach in February 2017.In 2019, Mitchell joined the Cleveland Browns as the running backs coach.