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 the second son in a family lineage that includes his father Harry Maule and his stepmother Anne Lindsay, who comes from the family of Patrick Lindsay, originating from Kilbirnie in Ayrshire.