Pretty hard, no harder than most guitar building though. Check the forum there are lots of threads about pickup building that will give you all the help you need.
If you only want a few pickups it's much cheaper just to buy them. Magnet wire usually only comes in large quantities, so unless you want to build 50 pickups, I'd just get a cheap set of Kent Armstrongs or something.