I don't know about the Portuguese job market, but in Silicon Valley, I think it would make a difference. (At least at a first glance; you could probably explain it away to an individual -- but the problem would be getting to the point where you would have the opportunity to talk to them.)

If you're not highly adverse to math and physics, I would make the switch.