I saw a behind the scenes show, and the 'experts' are allowed to request specific things to be in the scrapyard for the specific show.

They do still need to find them however, this is how they manage to always seem to 'find' the last piece of their machine.

Clearly they will know the challenges in advance too.

Cheers,

Paul.