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.

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+)

npm install apify-client
APIFY_TOKEN=your_token node javascript/examples.mjs salaries

Plain HTTP (any language)

One request starts the tool, waits, and returns the rows as JSON:

curl -X POST "https://api.apify.com/v2/acts/worthwhile_quinsy~ats-jobs-search/run-sync-get-dataset-items?token=$APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"keywords":["product manager"],"countries":["US"],"salaryOnly":true,"maxResults":50}'

Google Sheets

google-sheets/jobs-to-sheet.gs refreshes a sheet with new jobs every day. Setup steps are at the top of the file.

n8n

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

Make and Zapier

Step-by-step scenarios: make/ and zapier/.

AI agents (MCP)

Ready-made MCP config and registry file: mcp/.

All tools work through Apify’s MCP server, so Claude, ChatGPT or Cursor can call them, for example: “find remote data engineering jobs in Europe that publish a salary”.

Job Market Data website

The docs/ folder is a free static website, published with GitHub Pages at **https://ekkysoka7-maker.github.io/job-market-data-examples/**: salary pages for 137 startup roles, hiring pages for 187 fast-growing companies, ATS market share and an interactive Salary Explorer. Rebuild it from the CSVs in data/ (same files as the Kaggle dataset):

python docs/build_site.py    # docs/explorer.html
python docs/build_pages.py   # every other page, sitemap.xml and robots.txt

Free dataset

A snapshot with salary benchmarks for 151 role and country pairs, the 187 fastest-hiring companies and ATS market share is on Kaggle: https://www.kaggle.com/datasets/ekkysoka/startup-hiring-and-salary-benchmarks-2026

Notes

Only public job-posting data is used. Please respect the terms of the sites where you use the data and applicable laws. Issues and requests for new examples are welcome.

License: MIT