 Born on 7 September 1896 at Daylesford, Victoria, Stevens was the youngest child of Herbert Clarence Stevens and Violet Ophelia, née Bury.He attended schooling at Daylesford.He began working at the age of 12 at a cigar factory, before joining the Postmaster-General's Department as a clerk in the electrical engineers' branch in 1915.