Møller finished fourth at the 2005 Summer Universiade and twelfth at the 2005 World Championships. He later competed at the 2006 World Indoor Championships, the 2006 European Championships and the 2007 World Championships without reaching the final. In 2011 Møller was 6th at the European Indoor Championships in Paris.