Gisela Jacob (née Gisela Arendt; 5 November 1918 – 18 February 1969) was a German swimmer who won three medals at the 1934 European Aquatics Championships and two medals at the 1936 Summer Olympics. She also competed at the 1952 Olympics and finished seventh in the 4 × 100 m freestyle relay.