She won the bronze medal in the 4×100 metre freestyle relay event, becoming the first Austrian woman to win an Olympic medal together with her teammates Margarete Adler, Josephine Sticker and Berta Zahourek. Milch also participated in the 100 metre freestyle competition but was eliminated in the first round.