The Arbeitsagentur Jobsuche API in 2026: search 1 million German jobs with Python (v6 endpoint)
The job board of Germany's Federal Employment Agency (Bundesagentur für Arbeit, arbeitsagentur.de/jobsuche ) lists over 1 million open jobs : the la…
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JobSpy doesn't scrape company career sites. Add Greenhouse, Lever and Workday jobs in the same DataFrame
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…
Twelve months of ONS job advert data for 13 graduate roles: software is up 23%, accountancy is down
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…
AI hiring this week: Anduril added 60 net roles, ElevenLabs cut 47 (22,020 open roles tracked)
Every day I scrape the career pages of 276 AI and tech companies and diff the open roles week over week. This is the diff for 2026-10-04 to 2026-10-…
How to track new jobs from Greenhouse, Lever and Ashby (daily alerts, no HTML scraping)
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…
How to Scrape Job Listings from Workday Career Sites (Without Writing a Scraper)
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…
How Much Do Software Engineers Really Earn in Japan? (Official Data + What Offers Don't Tell You)
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…
AI was supposed to hit new grads hard. So far, unemployment data says otherwise.
"There is no evidence of any significant, widespread displacement or reduction in hiring”
Tailoring a resume to a job description: a 15-minute gap check
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…
A Telegram job alert bot in 60 lines of Python, on live ATS data
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 Modeled the 2030 Economy Three Ways. The Richer the Country Gets, the Worse It Gets for Knowledge Workers
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…
AI agents meant to replace Meta workers made “large-scale, disruptive actions”
Reuters report shows Meta's challenges replacing people with AI agents.
AI is hitting entry-level jobs hardest, Stanford study finds
Young employment in AI-impacted fields down 19% compared to more AI-resistant occupations.
Despite AI hype, Google's data shows workers aren't automating themselves away
Analysis of 15 million real AI interactions finds most tasks at most jobs are unaffected.
Build a Job Board Scraper to Find Remote Opportunities
Build a Job Board Scraper to Find Remote Opportunities tags: python, webscraping, jobs, automation tags: python, webscraping, jobs, automation Unloc…
Skip LinkedIn/Indeed: most companies' job boards have a public JSON API
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…
We Counted the Skills in 360,000 Job Postings. AI Was the Most-Requested Hard Skill.
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…
The US Frontend Engineer Market in 2026: A Data-Driven Reality Check (and the Bias That Stops Us Seeing It)
Method: figures pulled from primary sources (Indeed Hiring Lab, BLS, Stanford Digital Economy Lab, Stack Overflow Survey) and run through an adversa…
How to Find $100k+ Jobs Without Losing Your Mind Checking 10 Sites Every Morning
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 measured how many tech job postings actually list a salary. It's 14%
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…
6 ATS failures I found after submitting 20 resumes (free checklist)
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…
You Are Not Being Rejected. You Are Invisible.
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…
Only 14.6% of 'AI-native' job postings actually name an AI tool. I checked 37,920.
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…