Stahlman is a surname. Notable people with the surname include:
Dick Stahlman (born 1902), American football offensive lineman
James Geddes Stahlman, Tennessee newspaper publisher and philanthropist
Mildred T. Stahlman, professor of pediatrics and pathology at Vanderbilt University
Sylvia Stahlman (1929–1998), American soprano, particularly associated with light, coloratura roles