Hatakka is a surname. Notable people with the surname include:
- Anja Hatakka (born 1938), Finnish actress
- Dani Hatakka (born 1994), Finnish footballer
- Kärtsy Hatakka (born 1967), Finnish musician
- Santeri Hatakka (born 2001), Finnish ice hockey player