First, no, the water pump does not ever need to be primed. Stop guessing at the problem. That's the last thing you want to do.. Here's a list of possible sources for the noise... Alternator, P/S pump, water pump, AC compressor if equipped, A.I.R. pump if equipped, and idler pulley if equipped...