Eggplant skin is perfectly edible although the skin on older eggplant does get more bitter and tough as the vegetable ages. I have had baked eggplant casserole both ways. If you want to peel the eggplant first, go ahead. If not, it just needs to be rinsed off, although you will be doing that after salting it anyway.