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JobSpy (speedyapply/JobSpy on GitHub) is a popular Python library for job search data (about 4,500 GitHub stars): one scrape_jobs() call returns Lin…
The Office for National Statistics publishes a monthly count of new online job adverts in the UK, broken down by SOC 2020 occupation code and by reg…
Many startups and tech companies host their careers pages on Greenhouse, Lever or Ashby . All three publish a free, public job-board API : the JSON…
A lot of large companies run their careers page on Workday. If you've ever tried to track openings across several of them, you know the pain: every…
Search for "software engineer salary Japan" and you'll find numbers anywhere from ¥4M to ¥15M. They're not all wrong — they're measuring different p…
"There is no evidence of any significant, widespread displacement or reduction in hiring”
Most resume advice says "tailor it to the job." Very little says how. Here is the 15-minute check I use before sending an application. It works with…
Job boards go stale fast. By the time a weekly digest reaches you, the interesting roles have been open for a month. So let's build the smallest thi…
Anthropic just published a model of what AI could do to the US economy by 2030, and the headline is uncomfortable: in the scenarios where the econom…
Сегодня про background jobs в .NET: Hangfire, Quartz.NET , Worker Service и тот неловкий момент, когда job “почти точно выполнилась”, но система не…
Build a Job Board Scraper to Find Remote Opportunities tags: python, webscraping, jobs, automation tags: python, webscraping, jobs, automation Unloc…
If you've ever tried to pull job listings by scraping LinkedIn or Indeed, you know the pain: anti-bot systems, CAPTCHAs, rotating proxies, and scrip…
There's a lot of talk about AI reshaping hiring, so we checked it against our own data: 360,000+ job postings collected between December 27, 2025 an…
Method: figures pulled from primary sources (Indeed Hiring Lab, BLS, Stanford Digital Economy Lab, Stack Overflow Survey) and run through an adversa…
Let me tell you the most tedious part of job hunting that nobody talks about: the morning ritual. Open LinkedIn. Scroll. Open Indeed. Scroll. Open a…
I run a thing that snapshots every open role on a few thousand companies' own Greenhouse, Lever, and Ashby boards once a day — about 42,000 live tec…
Applied to 20 roles last month. Silence. Not even rejections. I spent a weekend going through every resume I submitted and found the same six failur…
I place developers with US tech companies for a living. Before that sentence makes you close the tab: this article contains the things I tell develo…
Canonical: this is a cross-post. The original lives at https://four-leaf.ai/blog/what-ai-native-means-in-job-postings Every company in tech calls it…
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