Hinchcliffe was born at Ashton-under-Lyne, Lancashire to Ezra Hinchcliffe, a cotton warehouse worker, and his wife, Alice (née Gatside).
In 1872 Hinchcliffe was apprenticed to a compositor at the Darling Downs Gazette before moving to Brisbane to work as a printer for the Brisbane Courier and after 1885, the Telegraph.