Kipsang won a silver medal over 10,000 m at the 1998 World Junior Championships in Annecy. Moving on to cross country running, he claimed victory at the 2000 edition of the Cross de Soria in Spain. He competed in 10,000 m at the 2003 World Championships in Paris without finishing the race.