Wise was born in the Sydney suburb of Petersham.
He was amateur mile champion of Great Britain, 1879-81, and his interest in athletics led to his co-founding the Amateur Athletic Association, alongside Clement Jackson, and Montague Shearman, of which he was elected the first president.