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scraping

The job finder's job list, captured from a throwaway demo copy seeded with invented rows — the header reads "Job finder — demo data" beside the list of sources. Each card carries a job title, a source chip (jobindex, verama, freelancermap, emagine, weworkremotely, amino), an AI score out of 5, an optional contact-mail chip, a location and a seen-date, then three actions: applied, draft email, and discard with a "why discard?" note. No real advertisement or employer appears.

A private job radar that reads seven boards every morning — and throws away most of what it finds

GrN.dk — internal build
Personal automation, public-source scraping and AI-assisted filtering

This one has no link on it, and that is the point: jobs.grn.dk answers 401 to the internet and always has. It is an internal tool — a job radar, built for its owner's own search for work. Every morning it reads seven contract and job boards, drops everything that cannot match a written profile, has what survives judged by a language model against that profile, and presents the handful worth reading as one screen with three buttons: applied, draft email, discard.

Because it holds one real person's live job search, nothing of it is published here. The screenshot above is a throwaway demo copy of the same interface, seeded with invented rows — every company, title, location and address in it is a placeholder, and it labels itself "demo data" in the header so it can never be mistaken for the live board.

By Greg Nowak , 23 January, 2021
Illustrated infographic summarizing: Scraping and Browser Automation: Choosing the Right Tool for the Job

Scraping and Browser Automation: Choosing the Right Tool for the Job

A practical guide to choosing direct scraping, Playwright, Puppeteer, or R browser automation—and building workflows your team can maintain.

Tags

  • scraping
  • browser-automation
  • playwright
  • puppeteer
  • chromote
scraping

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Written recommendations from Trafik og Veje, Aarhus Municipality (2011) and AgroTech (2010) — read them on LinkedIn.

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