Saito was born in Osaka Prefecture on September 24, 1908. He played for Kwangaku Club which was consisted of his alma mater Kwansei Gakuin University players and graduates. At the club, he won 1929 Emperor's Cup with Yukio Goto, Hideo Sakai and so on.