Thanks for this! I’ll start learning!

A friend mentioned I should start with a pre-trained model because 400 (and growing 50ish / week with my crawler) is just not nearly enough. Then do continued learning on that pre-trained model. Does that sound right?

Honestly, a bit of both. Frustratingly enough, because every hiring manager writes them differently, it takes a human (or hopefully ML) to determine what part of the post is the job description. There is a lot of “Why you should work with us” or “We have ping pong tables” or “Great benefits” - none of which actually describe what the position is. All of these jobs usually have a paragraph (or sometimes a bulleted list) with a job description, but it is pretty different every time.