 During the 2003–04 NBA season, Hill became an assistant coach to Terry Stotts in Atlanta.After one season, he was hired by the Boston Celtics to aid Doc Rivers as assistant coach.When Rivers became the head coach of the Los Angeles Clippers, he retained Hill as an assistant.