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OpenJobs

outscal

Harvest growth/tech jobs from 2,000+ gaming/tech companies via public ATS APIs into CSV.

Open outscal/OpenJobs → Checked against the four rules.

Works with any agent

ships AGENTS.md, the cross-tool instruction file.

In its own words

Aboutoutscal/OpenJobs

Fork of santifer/career-ops with Outscal harvester layer.

README.md

An open dataset of 12,144 gaming and tech companies with the countries they hire in, plus a Node CLI that turns that dataset into a live feed of real job openings by querying each company's public ATS (Greenhouse, Lever, Ashby, Workable, SmartRecruiters, Workday, Teamtailor, Recruitee, Personio, Breezy, BambooHR, Jobvite, Join.com).

Fork notice. This project is a fork of santifer/career-ops maintained by Outscal. MIT-licensed, all original attribution to Santiago Fernández preserved. Upstream remains the source of truth for the evaluation/CV/pipeline system; this fork adds the company dataset and the multi-ATS job harvester on top.

The dataset — data/companiesv2.json

One JSON file, 12,144 records, one object per company:

Top countries (by number of companies hiring there): United States (1,301), India (817), United Kingdom (670), Canada (493), Germany (373), Australia (291), France (254), Japan (248), Singapore (236), Spain (223), Poland (217), Mexico (211), Netherlands (209), Brazil (193), China (171).

The countries array is derived by joining each company's job postings against a geocoded locations table and taking the set of unique countries. See Regenerating countries below.

Searching the dataset

The dataset is plain JSON — you can query it with jq, a one-liner in Node, or whatever you prefer. A few recipes to get you started.

The repository's own description, then 25% of its README. Read the rest on GitHub ↗

This one grew out of another entry. It began as a copy of santifer/career-ops, and most of its files are now different from the original, so it is listed in its own right rather than behind its source.

Where it came from

adapted from santifer/career-ops Open-source AI job search: scan job portals, evaluate listings into a structured A-H report with a global 1-5 score, tai today

What this copy built: +adapters — top-level directories this copy added on top of the original.

See the whole career-ops family — 317 entries →

Read from the repository's git tree on 2026-08-17.