Hershfield is a surname. Notable people with the surname include:
Charles Hershfield (1910–1990), Canadian civil engineer Harry Hershfield (1885–1974), American cartoonist, writer and radio personality Joanne Hershfield (born 1950), American writer and filmmaker Joe E. Hershfield, Canadian judge Leo Hershfield (1904–1979), American illustrator, cartoonist and courtroom artist