Hirshfield is a surname. Notable people with the surname include:
Al Hirschfeld (1903–2003), American caricaturist Desmond Hirshfield, Baron Hirshfield (1913–1993), British accountant and life peer James Hirshfield (1902–1993), Assistant Commandant of the U.S. Coast Guard Jane Hirshfield (born 1953), American poet and writer Jeff Hirshfield (born 1955), American jazz drummer Leo Hirshfield (died 1922), inventor of the Tootsie Roll
See also Hirschfield (surname)