 Jeune was the son of The Right Reverend Francis Jeune, Bishop of Peterborough, and Margaret, daughter of Henry Symons.Educated at Harrow and Balliol College, Oxford, he was President of the Oxford Union in 1864.In 1868, he was called to the Bar, Inner Temple.