Joseph received his B.A. from Hamilton College and his J.D. from Columbia Law School where he was a Harlan Fiske Stone Scholar and served as the Editor-in-Chief of the Columbia Journal of Environmental Law. While in law school, Joseph served as a judicial extern for the Hon. Dora L. Irizarry of the United States District Court for the Eastern District of New York.