After Oxford, Corder began teaching at Great Ayton Friends' School. Then, during World War II, he was in the Friends' Ambulance Unit in Finland and Egypt. He did not have to be a soldier because he was a conscientious objector. In 1946 Corder married Nancy Proctor (b. 1916), his second cousin. They had two sons and a daughter.