On August 1, 2016, the Athletics traded Hill and Josh Reddick to the Los Angeles Dodgers for Grant Holmes, Jharel Cotton, and Frankie Montas. He made his debut as a Dodger on August 24, pitching six scoreless innings and earning the win in a 1–0 game against the San Francisco Giants. On September 10 against the Miami Marlins, Hill pitched seven perfect innings before he was replaced by a relief pitcher. It was the first time in major league history that a manager had pulled a pitcher that late in the game with a perfect game in reach. In six starts for the Dodgers, he was 3–2 with a 1.83 ERA.