Using AI to match people to jobs?

Matching talented people in the EA community with high-impact jobs is important.

But at the moment there is inefficiency and friction in the process.

Would it be possible to use AI to help?

Maybe we could create a system which can:

  • ‘read’ all the jobs on the 80,000 Hours Jobs Board—plus info on the web about the hiring orgs, for context

  • ‘read’ information from people who are looking for jobs—e.g. they might fill in a questionnaire, with questions like “what sort of job are you looking for?”, “what skills do you have?”, etc

  • match people to jobs which could be a good fit—e.g., suggest 5 top jobs that job-seekers might want to consider.

What do you think? Could a tailored version of an existing LLM do this?