Schierscher is a surname. Notable people with the surname include:
Josef Schierscher (1884–1974), Mayor of Schaan Georg Schierscher (born 1942), Liechtenstein mathematician and politician Manuela Haldner-Schierscher (born 1971), Liechtenstein politician Marluce Schierscher (born 1998), Liechtenstein synchronized swimmer