Every month the "Who Wants to Be Hired?" and "Who's Hiring?" Threads come through I would think to myself, "there should be a match maker for these two threads".
So I had abacus.ai whip one up. The methodology is pretty simple, data is extracted from posts using an LLM, score matches based on salary, domain experience, remote/onsite, etc., and then eliminate incompatible postings, like 'looking for remote work' and 'onsite only'. The result is two views: jobs-by-user and user-by-jobs.
If you've submitted a post to this month's 'Who Wants to Be Hired?", you can find your matching job listings at https://hnmatchmaker.com/user/:user_name, for example https://hnmatchmaker.com/user/G4Vi
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Some observations when looking at the matches pair up right now:
Poke around, let me know what you think!
Ultimately, I hope this is actually helpful to some folks.
rgbrgb•1h ago
how did you think about evaluating quality when designing your ranker / fit scoring?