 Piercy was the only son of Edward Piercy, of Hoxton, Middlesex, and his second wife Mary Ann Margaret (née Heaford).His father was killed in an industrial accident in 1893.Piercy was educated locally, but left school at the age of twelve to join Pharaoh Gane, timber brokers, as an office boy.