Harju is a Finnish surname. Notable people with the surname include:
- Arsi Harju (born 1974), Finnish shot putter
- Beata Harju (born 1990), Finnish voice actress
- Johan Harju (born 1986), Swedish ice hockey player
- Juha Harju (born 1981), Finnish heavy metal musician