Gatermann is a German surname. Notable people with the surname include: Dörte Gatermann (born 1956), German architect Karin Gatermann (1961–2005), German mathematician Karl Gatermann the Elder (1883–1959), German painter Karl Gatermann the Younger (1909–1992), German painter