In 2002, Wheldon moved up to the IRL IndyCar Series for two races. He drove for Panther Racing with his teammate Sam Hornish Jr. In 2003, he joined Andretti Green Racing, winning the Rookie of the Year award. In 2004, he won his first IRL race at Twin Ring Motegi in Japan. He finished the 2004 season second in points with three wins.