jobs: A research tool for visually exploring Bureau of Labor Statistics Occupational Outlook Handbook data. This is not a report, a paper, or a serious economic publication — it is a development tool for exploring BLS data visually.
Deep dive into this week’s trending GitHub open source project Repository: karpathy/jobs Generated: 2026-03-19 08:31:34
Project Overview
karpathy/jobs is one of the most talked-about open source projects on GitHub this week.
Basic Information
- Author: @karpathy
- Language: HTML
- Stars: 832 ⭐
- Forks: 187
- Created: 2026-03-14
- Last Updated: 2026-03-19
Introduction
A research tool for visually exploring Bureau of Labor Statistics Occupational Outlook Handbook data. This is not a report, a paper, or a serious economic publication — it is a development tool for exploring BLS data visually.
Key Features
Based on README analysis, jobs’s core features include:
- High-performance solution built with HTML
- Clean and easy-to-use interface design
- Active community support and continuous updates
- Comprehensive documentation and code examples
- Open source and free to customize
Technical Architecture
jobs is built with the HTML technology stack:
- Programming Language: HTML - A modern solution in the HTML ecosystem
- Project Scale: 832 stars indicate wide recognition
- Community Activity: 187 forks show active developer participation
README Highlights
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US Job Market Visualizer
A research tool for visually exploring Bureau of Labor Statistics Occupational Outlook Handbook data. This is not a report, a paper, or a serious economic publication — it is a development tool for exploring BLS data visually.
Live demo: karpathy.ai/jobs
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 BLS projected growth outlook, median pay, education requirements, and AI exposure.
LLM-powered coloring
The repo includes scrapers, parsers, and a pipeline for writing custom LLM prompts to score and color occupations by any criteria. You write a prom… `
Recent Updates
Recent commits:
- 2026-03-16: tune widths
- 2026-03-16: remove header image
- 2026-03-16: tuning
- 2026-03-16: update the readme to minimize misunderstanding of this repository
- 2026-03-16: tune
Use Cases
jobs is suitable for:
- Developers who need A research tool for visually exploring Bureau of Labor Statistics Occupational Outlook Handbook data. This is not a report, a paper, or a serious economic publication — it is a development tool for exploring BLS data visually.
- Technical teams looking to improve development efficiency
- Developers learning HTML best practices
- Project managers seeking open source solutions
Getting Started
If you’re interested in this project:
- Visit the GitHub repository for full documentation
- Read the README for installation and usage instructions
- Check Issues for known problems and community feedback
- Consider contributing code or submitting improvement suggestions
Summary
jobs represents the latest exploration in the HTML ecosystem for A research tool for visually exploring Bureau of Labor Statistics Occupational Outlook Handbook data. This is not a report, a paper, or a serious economic publication — it is a development tool for exploring BLS data visually.. Its rapid rise to 832 stars reflects developers’ strong interest in this type of solution.
For technical teams looking to improve development efficiency, jobs is an open source project worth watching.
This article was automatically generated based on GitHub API data analysis. Data source: GitHub Generated: 2026-03-19T08:31:34