How do I get my compost pile to compost?

I have a compost pile that is made up of mostly kitchen/food waste. Lots of veggies, fruits, coffee grounds, tea bags and some animal leftovers. The pile is about three months old and growing nicely, but it does not seem to change much. I water a few times a week, but do I need to do anything else? Turn it, water more, etc.