We gave up on the boat trailer lights, because they really aren't waterproof, aren't reliable, and started over on our small trailer.
I don't know if the new LED taillights are any better after they are submerged, but they are more expensive, than the old bulb lights.
Our boat is an old aluminum 14 footer.
My Dad finally built an L shaped wooden bracket and drilled a holed in the gunwale (top of the side rails) on each side, and we mounted the lights on this bracket across the width of the small boat.
It's secured by a bolt from underneath, and a wingnut on top on each side for quick removal. Some plastic clips are double faced taped inside the boat, to hold the wire while traveling.
The lights never get submerged, and they are up on top of the boat, to be better seen from people following at night.
It takes but a couple of minutes at the landing, to take the bracket with the lights off.