Yes. But it's one you're not allowed to act on and for good reasons.
Pedophile doesn't mean child rapist. About 1% of the population is sexually attracted to kids and yet we don't have 1% of the population raping children.
It's odd. On one hand, it's not a choice for those who have sexual feelings towards children, so it being a sexual orientation is arguable on that front. However, it doesn't have anything to do with gender (you could be a gay pedophile or etc.) so it's not really a sexuality on that front.
Regardless, I do feel bad for those who are pedophiles (the ones that have the sense to not act on it, obviously). Not being able to express your sexuality would be very frustrating, I'd imagine.