Job Market Data

npx add-mcp 'https://mcp.apify.com?tools=worthwhile_quinsy/ats-jobs-search,worthwhile_quinsy/tech-salary-data-api,worthwhile_quinsy/company-hiring-trends,worthwhile_quinsy/ats-detector,worthwhile_quinsy/remote-jobs-api'

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 48,000+ 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
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
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+)

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