What helmet should you have for dirt jumping?

I'd suggest a bicycle helmet. A good compromise between protection and comfort.

If you want more protection, use a motorcycle/scooter helmet. But it will be heavy and sweaty.

A skateboard/inlines helmet is an OK choice too.