Acid rain is never acidic enough to burn human skin. However, very strong acids can, and will, burn your skin on contact, and can even destroy some metals. But for this to occur, the pH of these kinds of acids needs to be very low, around pH 1.
Go through the detailed information on Acid Rain in the given link.