Nuutinen is a Finnish surname. Notable people with the surname include:

Emma Nuutinen (born 1996), Finnish ice hockey player Harri Nuutinen (born 1962), Finnish singer Matti Nuutinen (born 1990), Finnish basketball player Mikko Nuutinen (born 1990), Finnish ice hockey player