Tigers may love water, but they do not like to get it in their eyes and will frequently enter backwards to ensure this doesn't happen. When emerging they'll often shake like a dog to remove the worst of the water from their coats.
Bengal tigers love water and can spend hour after hour in it swimming and playing where as amur tigers like water but are more of a quick dip to cool off.