In the 2004–2005 season, as a junior skater, Kim competed at the ISU Junior Grand Prix, which is a junior complement to the ISU Grand Prix of Figure Skating. She won a silver medal at the event in China and a gold medal at the event in Hungary. She won a silver medal at the 2005 Junior Grand Prix Final with an overall score of 137.75 points.