As a junior curler, Kim was the skip of the Korean junior men's team, competing at the World Junior Curling Championships in 2004 and 2005, finishing fourth and eighth respectively. He also led Korea to a gold medal at the inaugural Pacific Junior Curling Championships in 2005. Kim also won a bronze medal at the 2003 Winter Universiade, playing second for Lee.