Born in Pasadena, California in 1882, Scott moved to Cleveland, Ohio with his family when he was four. Prior to being hired as head football coach, Scott was a horse-racing writer in Cleveland, Ohio. He also contributed material to the Spalding's Official Foot Ball Guide in 1907 and 1908. In 1907 he became an assistant coach at Western Reserve University in Cleveland.