People can move you know? A lot of the bigger studio's help employees find housing, or some even have a campus of sorts for temporary stay.
By the way, I got a reply from Guerrilla; unfortunately they favored a few other applicants who I'm guessing have a background education in game design. We have quite a few universities offering game design studies in the Netherlands, all of them have become immensely popular the last few years.
I'll keep trying for concept artist, but I think I'll aim for smaller underground studios next time.