Growing up in Willoughby, Sydney, where his father was an accountant and his mother a nurse, Davies learnt to swim at the tidal pool in Northbridge, where he enjoyed competing against his friends.
Davies began to train under Forbes Carlile in 1947 and won the 220yd breaststroke at the Australian Championships, as well as helping New South Wales to win the 3x110yd medley relay.