Noguchi was born in Chiba Prefecture on June 5, 1970. After graduating from Funabashi Municipal High School, he joined Japan Soccer League club Fujita Industries (later "Bellmare Hiratsuka") in 1989. Through Japan Football League (1992-1993), the club was promoted to J1 League in 1994. The club won the champions 1994 Emperor's Cup. In Asia, the club also won 1995 Asian Cup Winners' Cup. Although he played as regular player for long time, his opportunity to play decreased in 1997. In 1997, he moved to Japan Football League club Kawasaki Frontale. Toward end of his career, he played for Nagoya Grampus Eight (1998-1999) and Omiya Ardija (2000). He retired end of 2000 season.