 Haley Barbour appointed Randolph to the Mississippi Supreme Court to serve the unexpired term of former Chief Justice Edwin L. Pittman.In November 2004, Randolph was elected to the Supreme Court for an eight-year term that began January 1, 2005.He became Chief Justice on January 31, 2019.