Byron was the son of Vice-Admiral The Hon. John Byron and Sophia Trevanion and grandson of William Byron, 4th Baron Byron of Rochdale. He was educated atWestminster School. He gained the rank of Captain in the Coldstream Guards. Captain John Byron also went by the nickname of "Mad Jack."