After retirement, Yamaguchi became a manager for the Japan U-23 football team for 1992 Summer Olympics. However, at the qualification, following Japan's failure to qualify for 1992 Summer Olympics, Yamaguchi resigned. In 1993, he returned to Kashiwa Reysol and managed the club 1 season.