 Brudenell-Bruce was born in 1885 to Commodore Lord Robert Thomas Brudenell-Bruce and his wife, Emma.He was the grandson of Ernest Brudenell-Bruce, 3rd Marquess of Ailesbury.He was educated at Harrow School and married Elsie Drechsel on 29 October 1913.