For the 95% irrelevant and 5% relevant groups, I wonder what percentage of resumes come in through a third party recruiter.

I get tons of spam that could be generated by even a basic LLM based on public information about me, but for positions that are not a reasonable fit.

Apparently, it is common for such cold calls to come from “recruiters” that are not affiliated with the hiring firm, but are trying to collect some sort of referral bounty.

I have no idea why an HR department would be dumb enough to set up such a pipeline (by actually paying for the third party “service”), but I guess once they have the program in place, they also need an LLM to screen spam applications.