Sjöman is a Swedish surname literally meaning "seaman". Notable people with the surname include:
Rosalie Sjöman (1833–1919), Swedish photographer Tord Sjöman Vilgot Sjöman (1924–2006), Swedish writer and film director Kylla Sjoman (born 1987), Canadian soccer player Norman Sjoman