preheat the oven to 350 f. place the raw peanuts (either shell on or shelled) in a single layer inside a shallow baking pan. for shelled peanuts (peanuts removed from the shell), bake for 15 to 20 minutes, stirring once or twice during cooking, until the skins become loose and the peanuts are lightly golden.