 Irvine was educated at Edinburgh Academy and Oriel College, Oxford, where he was president of the Oxford Union in the Hilary Term 1932.He became a barrister in 1935, when he was called by Middle Temple, and became secretary to the Lord Chief Justice 1935–40.He became Queen's Counsel in 1958  and recorder of Colchester in 1965.