What is the function of the moderator in a uranium fueled nuclear reactor?

The moderator slows down fast neutrons so that they will be less likely to escape. The longer they are in the core, the more likely they will interact with the fuel and create more fissions. In the case of the pressurized water reactor it also provides a negative temperature coefficient of reactivity, which means that temperature feedback will correct anything but a cold water casualty.