Kim was considered one of the Big Three Judokas of the -73 kg class in South Korea, along with Lee Won-hee and Wang Ki-chun. But in 2007, he moved up in weight to avoid the fierce competition, and won a gold medal in the -81 kg category at the 2008 Asian Judo Championships in Jeju.