Show HN: Visualization of job openings by US based employers

jobswithgpt.com

Tiny vis project using d3. Data is from 100k job openings, categorized by k-means + GPT.

Let us know when you confirm if theyre real or ghost jobs. AI slop seems to only benefit the nepotism and social network effects.

They are directly sourced from company websites or their ATS. I think it is unlikely that companies would list ghost jobs on purpose but it is likely that there will be some outdated ones.

If they're VC backed startups, they'll post a bunch of jobs to fake metrics about grow. If they're consulting companies, they'll post a bunch of jobs hoping to find competitor's employees to undercut. A company may have space to hire 1 person, but may not care if its a engineer, QA tester, technician, etc, so they post 3 jobs and only hire one person; but will leave the other job posts up.

There's lots of reason why just going off job postings isnt a sufficient means to determine the number of jobs out there.

My brief experience back in the market suggested there's definitely not a real relationship between the jobs posted and the actual hiring process.

https://en.wikipedia.org/wiki/Ghost_job

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