Why is the ionic product of water not divided by the concentration of water?
The short answer is: substances in their standard form are not included in equilibria expressions, and most commonly this includes pure liquids and solids. 

The long answer is: the equilibrium expression relates all species to a standard activity (this is why they are all unitless). This question and answer detail that well.