That thick layer of fat known as the ham rind is what keeps it flavorful and juicy while baking or roasting. Make sure to keep that on and score it. However, I recommend removing a good portion of what hasn't been rendered down before adding the glaze. Otherwise, as the remaining fat melts away, all that yummy brown sugar glaze will too.