data

US Job Market Visualizer

This research tool visualizes 342 occupations from the US Bureau of Labor Statistics Occupational Outlook Handbook, representing 143 million jobs, with tile sizes proportional to employment and colors indicating metrics like projected growth, median pay, education, or AI exposure. It includes an LLM-powered pipeline that scores occupations on criteria such as AI exposure, allowing users to explore how AI might reshape various jobs based on job descriptions and digital task components. The tool is intended for data exploration rather than formal economic analysis and reveals trends like higher growth rates for higher-paying and more educated jobs.

https://karpathy.ai/jobs/

How the World of Work Will Change Over the Next 20 Years

The future of work will be significantly shaped by artificial intelligence, impacting performance measurement, workforce demographics, and the role of managers. AI will enable real-time data analysis to optimize workflows and collaboration, while a shrinking workforce will necessitate investments in vocational training and skill-based development. The gig economy will thrive with democratized access to AI, and generalist roles will become more valuable, emphasizing creativity and cross-functional collaboration.

https://www.wsj.com/lifestyle/workplace/future-of-work-978509bf

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