Järvenpää is a Finnish surname. Notable people with the surname include:Anni Järvenpää, Finnish figure skater
Hannu Järvenpää, Finnish ice hockey player and coach
Juha Järvenpää, Finnish ice hockey player
Maarit Järvenpää, Finnish mathematician
Sakke Järvenpää, singer of the Finnish band Leningrad Cowboys
Tero Järvenpää, Finnish javelin thrower