Fireman First Class Neuman was born August 10, 1915 in Cincinnati, Ohio to George and Florence Neuman. He had two sisters, Beatrice Neuman Boerger and Gloria Neuman Ragin.
He was a champion bowler in the 1930s and 1940s in the Cincinnati, Ohio area where his father operated a bowling establishment. Jerry worked at Corken-Brown, later known as Auto Light.