> the low end welding jobs have been automated out of existence; I don't think that's the case for low-end coding jobs

I'm not so sure- it seems like times are pretty hard in the website business, which always seemed like the primary swimming pool for low end/beginning devs. Twitter + Tumblr can do a lot.