Maule was the second surviving son of Harry Maule, of Kellie, Forfar and his second wife Anne Lindsay, daughter of Patrick Lindsay of Kilbirnie, Ayrshire.
Maule was one of two sons born to Harry Maule and Anne Lindsay, both from their previous marriages. Anne is the daughter of Patrick Lindsay from Kilbirnie, Ayrshire.