Ninomiya was born in Hyogo Prefecture on November 22, 1917. He played for Keio BRB which was consisted of his alma mater Keio University players and graduates. He won Emperor's Cup 7 times (1936, 1937, 1939, 1940, 1951, 1952 and 1954).