 Stevenson was determined to become a barrister, and joined the Inner Temple, of which he became the treasurer in 1972.Shortly after being called to the bar in 1925 he joined the chambers of Wintringham Stable at 2 Crown Office Row, now Fountain Court Chambers.He remained there for the rest of his legal career except for the war years, eventually becoming head of chambers.