Sumpter appeared on stage at the Nottingham Playhouse in a 1966 production of Saint Joan. Between 1979 and 1988, He spent several seasons with the Royal Shakespeare Company in Stratford-Upon-Avon, both as actor and as director. He has frequently portrayed Orsini in Twelfth Night and Marcus Andronicus in Titus Andronicus.