She is a member of the Finnish national team since 1996, taking part in the 2005 and 2009 European Championships. She scored Finland's first goal in a final tournament. Rantanen announced her retirement from football in early 2014 after spending two seasons in Norway with Klepp. She later agreed to play on an informal basis for local minnows Randaberg IL.