jobs

Source

• Source kind: github-repository
• URL: https://github.com/karpathy/jobs
• Discovery source: https://github.com/karpathy/jobs
• License: NOASSERTION
• Distribution policy: public-summary-local-archive-only
• Public mirror status: summary-only
• Content hash: 5964416a72f7b82785260d9e7139bc618e2ae6ecc238e89911f1a04a8f73c0b9
• First seen: 2026-05-15
• Last changed: 2026-05-15

Classification

• Primary category: Research automation / agentic science
• Corpus source note: 2026-05-15-karpathy-public-corpus
• Project taxonomy: karpathy-project-taxonomy
• Idea map: karpathy-idea-map
• Topic hub: karpathy-public-work

Summary

US Job Market Visualizer A research tool for visually exploring Bureau of Labor Statistics $1data.Thisisnotareport,apaper,oraseriouseconomicpublication—itisadevelopmenttoolforexploringBLSdatavisually.Livedemo:$1 What’s here The BLS OOH covers 342 occupations spanning every sector of the US economy, with detailed data on job duties, work environment, education requirements, pay, and employment projections. We scraped all of it and built an interactive treemap visualization where each rectangle’s area is proportional to total employment and color shows the selected metric — toggle between…

What This Teaches

• How Karpathy frames autonomous research loops, experiment iteration, and AI-assisted discovery.
• Useful for designing agent workflows that improve through concrete experiments instead of one-off prompting.

Why It Matters

This is high-priority for Vipin because it informs agent workflows, paper digestion, wiki maintenance, and autonomous research loops.

Repository Snapshot

• Full name: karpathy/jobs
• Default branch: master
• HEAD: d7ecbd7aef16843454e8bd57373fbe3534104010
• Stars at crawl: 1676
• Forks at crawl: 334
• File count: 362
• README path: README.md
• License path: “
• Created: 2026-03-14T20:45:40Z
• Updated: 2026-05-15T07:54:55Z
• Pushed: 2026-03-16T04:05:24Z

Top-Level Structure

• html: 342
• [root]: 18
• site: 2

File Extension Profile

• .html: 344
• .py: 8
• .json: 3
• .md: 2
• .csv: 1
• .gitignore: 1
• .lock: 1
• .python-version: 1
• .toml: 1

Tags / Release-Like Markers

• No git tags found in the shallow local clone.

Sample File Tree

• .gitignore
• .python-version
• build_site_data.py
• html/accountants-and-auditors.html
• html/actors.html
• html/actuaries.html
• html/administrative-services-managers.html
• html/adult-literacy-and-ged-teachers.html
• html/advertising-promotions-and-marketing-managers.html
• html/advertising-sales-agents.html
• html/aerospace-engineering-and-operations-technicians.html
• html/aerospace-engineers.html
• html/agricultural-and-food-science-technicians.html
• html/agricultural-and-food-scientists.html
• html/agricultural-engineers.html
• html/agricultural-workers.html
• html/aircraft-and-avionics-equipment-mechanics-and-technicians.html
• html/airline-and-commercial-pilots.html
• html/air-traffic-controllers.html
• html/animal-care-and-service-workers.html
• html/announcers.html
• html/anthropologists-and-archeologists.html
• html/appraisers-and-assessors-of-real-estate.html
• html/arbitrators-mediators-and-conciliators.html
• html/architects.html
• html/architectural-and-engineering-managers.html
• html/art-directors.html
• html/assemblers-and-fabricators.html
• html/athletes-and-sports-competitors.html
• html/athletic-trainers.html
• html/atmospheric-scientists-including-meteorologists.html
• html/audiologists.html
• html/automotive-body-and-glass-repairers.html
• html/automotive-service-technicians-and-mechanics.html
• html/bakers.html
• html/barbers-hairstylists-and-cosmetologists.html
• html/bartenders.html
• html/bill-and-account-collectors.html
• html/biochemists-and-biophysicists.html
• html/biological-technicians.html
• html/biomedical-engineers.html
• html/boilermakers.html
• html/bookkeeping-accounting-and-auditing-clerks.html
• html/brickmasons-blockmasons-and-stonemasons.html
• html/broadcast-and-sound-engineering-technicians.html
• html/budget-analysts.html
• html/bus-drivers.html
• html/butchers-and-meat-cutters.html
• html/calibration-technologists-and-technicians.html
• html/cardiovascular-technologists-and-technicians.html
• html/career-and-technical-education-teachers.html
• html/carpenters.html
• html/cartographers-and-photogrammetrists.html
• html/cashiers.html
• html/chefs-and-head-cooks.html
• html/chemical-engineers.html
• html/chemical-technicians.html
• html/chemists-and-materials-scientists.html
• html/childcare-workers.html
• html/chiropractors.html
• html/civil-engineering-technicians.html
• html/civil-engineers.html
• html/claims-adjusters-appraisers-examiners-and-investigators.html
• html/clinical-laboratory-technologists-and-technicians.html
• html/coaches-and-scouts.html
• html/community-health-workers.html
• html/compensation-and-benefits-managers.html
• html/compensation-benefits-and-job-analysis-specialists.html
• html/compliance-officers.html
• html/computer-and-information-research-scientists.html
• html/computer-and-information-systems-managers.html
• html/computer-hardware-engineers.html
• html/computer-network-architects.html
• html/computer-programmers.html
• html/computer-support-specialists.html
• html/computer-systems-analysts.html
• html/concierges.html
• html/conservation-scientists.html
• html/construction-and-building-inspectors.html
• html/construction-equipment-operators.html

Public Handling Notes

• EXTRACTED: This page records public metadata and a source-grounded summary.
• INFERRED: Full local preservation, when available, is for private/local use unless a license or explicit source policy makes public redistribution safe.
• Do not treat this page as permission to republish unlicensed source text or code wholesale.