Pekkarinen is a Finnish surname. Notable people with the surname include:
- Pentti Pekkarinen (1917–1975), Finnish farmer and politician
- Mauri Pekkarinen (born 1947), Finnish politician
- Sannamaija Pekkarinen (born 1980), Finnish actress
- Veli-Pekka Pekkarinen (born 1969), Finnish ice hockey player
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