Ralph Sadler was born in Hackney, Middlesex, the elder son of Henry Sadler, a minor official in the service of the Marquess of Dorset and Sir Edward Belknap. Henry Sadler was originally from Warwickshire, but later settled in Hackney. Ralph had a brother, John, who commanded a company at the Siege of Boulogne in 1544.