Cuthbertson was born in Perth, Western Australia, son of Ernest and Isobel Ferguson (Darling) Cuthbertson. He performed on stage and radio from an early age.
During the Second World War he served as a flight lieutenant with the RAAF from 6 December 1941 to 1 July 1947, including service with 111 Air Sea Rescue Flight.