After retirement, in 1988, Ochiai became an assistant coach for Japan national team under manager Kenzo Yokoyama who was teammate at Mitsubishi Motors. In 1992, Ochiai became an assistant coach for Urawa Reds (former "Mitsubishi Motors") under manager Takaji Mori.