He has been with the University of Hawaii since 1984, studying the DNA damaging reactions of nitrogen oxides. Cooney received a bachelor of arts degree in chemistry and biology from Washington University in St. Louis and his doctorate degree in chemistry from the University of California at San Diego. He also did a post-doctoral fellowship at UCLA before joining the University of Hawaii.