Do the LED lights on the trolling motor head remain on all the time? Do they run down the battery?

Yes, the LED lights remain on while connected to the battery but it uses little battery power. To turn them off, you can disconnect the battery cables from the battery, install Trolling Motor Quick Disconnects or a Kill Switch for convenience.