" Does it really take that long to build one nuclear weapon?"
The first one could take that long if you don't know how to do it.
There's a wealth of fun build your own atomic bomb projects like this one on the web to speed things up a bit.
http://www.nuc.berkeley.edu/neutronics/todd/nuc.bomb.html