ekkysoka7-maker/job-market-data-examples
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Live job-market data for AI agents and no-code tools: jobs from 1,300+ career pages, salaries, hiring trends (Python, JS, n8n, Sheets, MCP)
概要
Copy-paste examples for getting from the public job boards of 1,200+ tech companies (Greenhouse, Ashby, Lever, SmartRecruiters, Workable, Recruitee, BambooHR, Personio) in Python, JavaScript, Google Sheets and n8n. The data comes from a daily-refreshed database of 60,000+ open jobs, served by ready-made tools on Apify. You need a free Apify account and its API token; tools are billed per result, and the free monthly credit covers trying every example. One request starts the tool, waits, and returns the rows as JSON: google-sheets/jobs-to-sheet.gs refreshes a sheet with new jobs every day. Setup steps are at the top of the file. Import a workflow from n8n/ (Workflows > Import from file): - daily-job-alerts-to-slack.json: new jobs from chosen companies posted to Slack every morning - weekly-tech-stack-buying-signals-to-sheets.json: companies hiring for a technology, appended to Google Sheets weekly Step-by-step scenarios: make/ and zapier/.
README
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Job Market Data API Examples
Copy-paste examples for getting job postings, salary benchmarks and hiring signals from the public job boards of 1,200+ tech companies (Greenhouse, Ashby, Lever, SmartRecruiters, Workable, Recruitee, BambooHR, Personio) in Python, JavaScript, Google Sheets and n8n.
The data comes from a daily-refreshed database of 60,000+ open jobs, served by ready-made tools on Apify. You need a free Apify account and its API token; tools are billed per result, and the free monthly credit covers trying every example.
| Example | What you get | Tool |
|---|---|---|
| Search jobs | Jobs by title, country, remote, salary, tech stack, date | Company Jobs Search |
| Salary benchmarks | Median, P25 and P75 pay by role and country | Tech Salary Data API |
| Scrape a job board | Every open job from given company boards | Greenhouse, Lever, Ashby, Workable, Workday |
| Hiring trends | Companies accelerating or slowing hiring | Company Hiring Trends |
| Job alerts | New jobs from any company’s careers page | Company Job Alerts |
| ATS detection | Which job board a company uses | ATS Detector |
| Remote jobs | Remote jobs API | Remote Jobs API |
| AI & ML jobs | ML, LLM and data science roles | AI & Machine Learning Jobs |
| Early-career jobs | Internships and new-grad roles | New Grad & Internship Jobs |
| YC startup jobs | Open roles at Y Combinator companies | Y Combinator Startup Jobs |
| Tech stack signals | Companies hiring for a technology | Companies Hiring by Tech Stack |
Python
pip install apify-client
export APIFY_TOKEN=your_token
python python/examples.py jobs # remote Python jobs with salary, last 7 days -> CSV
python python/examples.py salaries # salary benchmarks US + UK -> CSV
python python/examples.py board # all jobs from given Greenhouse boards -> CSV
python python/examples.py trends # fastest-growing hiring companies -> CSV
python python/examples.py ats # which ATS does a company use
JavaScript (Node 18+)
インストール
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