Schérer served in the Austrian army long before the Revolution, but defected to France in 1775. In 1780 Schérer became a major in an artillery regiment stationed in Strasbourg. He entered Dutch service in 1785 as a major in the Légion de Maillebois. In 1790 he was released from Dutch service with the rank of lieutenant colonel.