I think we may be surprised on how many actual qualified applicants there are. Hard to say though. I wouldn't feel it's an extreme amount. Though, it would probably be pretty difficult just because, as you said, probably not a ton of actual positions available.

"I always found the harder I worked, the luckier I got" - Henry Ford.

I imagine that applies ten fold to becoming an astronaut