Use a spoon to remove the peach from the hot water, and plunge it into an ice water bath. After 10 seconds or so, grab the peach, and pinch a piece of skin to get started; then simply peel. The skin will slip off easily. If it doesn't, peel peaches the normal way, with a knife; they're not ripe enough for this method.