Bierwirth is a German surname. Notable people with the surname include:
John Bierwirth ( 1924–2013), American lawyer and businessman Karl Bierwirth (1907–1955), German weightlifter Petra Bierwirth (born 1960), German politician Rudolph Bierwirth (1899–1993), Australian army officer