 Cantley was born in Manchester, where his father was a general practitioner.He was educated at Manchester Grammar School and then studied law at Manchester University.He was called to the bar at Middle Temple in 1933, and came top in his bar finals examination, gaining first-class honours and the Certificate of Honour.