He previously served as a senior associate for Morris, Manning and Martin, LLP. He is a member of the State Bar of Georgia, a member of the executive committee of the Atlanta Lawyers Chapter of Federalist Society and a member of the Druid Hills United Methodist Church. Joseph earned a bachelor's degree from Rhodes College and a law degree from Emory University. He and his wife, Leslie, reside in Atlanta.​