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Any recruiters out there interested in an aggregated multi provider job description feed?

Hi 👋

I’ve been working for a while on a scraper and a data pipeline allowing me now to aggregate tech job description data from different providers (so far, Stack Overflow, LinkedIn and RemoteOK are ready. I could add anything to the list on demand like Glassdoor, Product Hunt, Hacker News, Indie Hackers, Angel List...).

In addition to that, I’m actively working on the next step being sanitization/extraction of formatted data from raw descriptions content using machine learning. This will allow me to standardize the feed in a better way and build statistics.

I was wondering if any recruiters would be interested in:

  • Getting a standardized feed of job descriptions from multiple providers.
  • Getting a feed of specific filtered descriptions (eg. only junior remote jobs).
  • Statistics. I would be able to answer questions like:
    • Which skills or roles are the most being requested in my city/region/country?
    • Which companies seem to be actively hiring (peak of new descriptions, sponsored links on job boards, etc.)?
    • Which technologies are rising in the world? Where?
    • Which industries are hiring the most this set of skills?
  • Linking to other data sources: you could directly get the mood/rating of the company from Glassdoor, get its social profiles/contact from Product Hunt or find the right people to contact from LinkedIn.

On a slightly different angle, would any of you be interested in an job description washing machine api returning tags and formatted data from raw content?

(If you’re interested or just want to be kept updated, you can also contact me at hello@frenl.com)

Cheers :)