Moench was a son of Simon Frederic Moench. Like his father, he was a well-known stage designer, but also a portraitist, historical and landscape artist and court interior painter. His decorative paintings can be seen in the Galerie de Diane and in the Garde de Salle (both in Fontainebleau) and in the Salle de Clarac in the Louvre.