There is not a big flavor difference whether you roast the beet with the skin on or peeled. I prefer to peel mine ahead of time so I can use it as soon as it’s done instead of waiting for it to be cool enough to handle to peel. If you want to peel yours after roasting, when it’s cooked and cool enough to handle, peel the beet by rubbing it with your hands and fingers under running water.