Kibiwot won her first international medal as a junior runner at the 2000 IAAF World Cross Country Championships, where she took the bronze medal for Kenya. Consecutive world junior cross country titles followed at the 2001 and 2002 editions of the event, and she also claimed the gold medal over 1500 m at the 2002 World Junior Championships in Athletics.