Pitarch is a Catalan surname. Notable people with the surname include:
David Ortega Pitarch (born 1979), Spanish freestyle and backstroke swimmer Francisco Pitarch (1927–1977), Spanish footballer Jesús García Pitarch (born 1963), Spanish retired footballer Thiago Pitarch (born 2007), Spanish footballer Vicente Zarzo Pitarch (1938–2021), Spanish horn player