If it my be any comfort to you, Jonathan, I didn't find this funny either, but not worse than the usual "ethnic" jokes which are plenty in this section (ethnic meaning about Irishmen, Scots, etc..., and possibly blondes).
The problem with that kind of jokes is that you may find the first one or two funny, but whether you get offended or not, it rapidly leaves a funny taste in your mouth.