one thing to try and get rid of this hiss is pull the stereo (you can keep it on the brackets and all plugged in) out of the hole and move the wiring around while it's turned on and see if the hiss changes pitch, goes away, gets worse, etc...

I was picking up some interference w/ my RCA cables and moving them to the drivers side of the empty space got rid of it.