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