Andrew Davis was born in Ashridge in Hertfordshire to Robert J. Davis and his wife Florence J. (née Badminton), Davis grew up in Chesham, Buckinghamshire, and in Watford. He studied at the Royal College of Music, King's College, Cambridge where he was organ scholar, and in Rome with Franco Ferrara.