Genzmer is a surname. Notable people with the surname include:

Elmer L. Genzmer (1903–1977), American politician Gottlob Burchard Genzmer (1716–1771), German Lutheran theologian, tutor, and naturalist Harald Genzmer (1909–2007), German composer and academic