I agree, hunt the rain. But be sure of your shot and give it your best effort (as always) to find your deer. It wouldn't hurt either to have a tracking dog on speed dial (if legal in your area) - tracking dogs are still effective if less than ~1/2" rain has fallen on the blood trail.
-fsh