Oishi was born in Hiroshima on September 12, 1939. After graduating from high school, he joined Yawata Steel (later Nippon Steel). The club won 1964 Emperor's Cup. In 1965, Yawata Steel joined new league Japan Soccer League. He retired in 1970. He played 61 games and scored 21 goals in the league.