Top Credentials, Skills, and Tools for Remote Tech Work

Click any bar to drill into the matching jobs.

Where this data comes from — 5 public sources, all remote-onlyShow

Remotive

Curated remote tech-and-adjacent jobs board. Public API, no key required.

Adzuna

Large general aggregator across 16 countries. Filtered to remote postings.

Auth: Free API key (developer signup)

Jooble

Global aggregator. Queries with the API's remote filter.

Auth: Free API key (request via form)

Freelancer.com

Active freelance projects with pre-tagged skills. Remote by nature.

Auth: Optional OAuth token raises rate limits

Hacker News

Monthly "Ask HN: Freelancer? Seeker?" threads — top-level "SEEKING FREELANCER" comments.

All sources expose public APIs — no scraping, so there are no Terms-of-Service violations. Job postings are stored locally in SQLite. SFIA classifications are computed via regex; specific tools (Python, AWS, Salesforce, …) are extracted by Claude Haiku.

Competency framework: SFIA 9 — codes and skill names referenced from the public framework; full descriptions remain copyright SFIA Foundation. Edit lib/competencies.ts to refine the keyword-to-skill mapping. Run npm run scrape to refresh data, npm run reextract to re-tag after editing the taxonomy, and npm run extract-tools to populate the tool-level drill-down.