yes, there should be a rubber gasket on the taillights
EDIT: here's a pic:
it's glued on there pretty tight it seems, might not be something you can buy separate from the lens, maybe you could get some generic gasketing material to work, I'd recommend doing that ASAP because you don't want water getting on the electronic part of the lights