At first I thought it should be! But I've heard this is only applicable if you are on holidays. Once you move your residency to another EU country (e.g. Austrian citizen moves to live in Portugal), you have to go each year to the competent authorities and register your drivers license there, which seems to be quite expensive as well.

Does anyone have experience on that matter?