The centerpiece of Paterson's career were his years in charge of Cyrene School, near Bulawayo in Rhodesia, where he moved to in 1939. This school, which Paterson started from scratch, focused on practical and agricultural education. It was the first African school in Rhodesia to have art classes, which were made mandatory for all students.