Hardhat
The AI survival index for skilled trades
Hardhat launched on February 24, 2026 with 3 votes, #3,486 of 16,627 launches that month and more than 50% of that year's launches.
What it does
every career ranked against the machine. 500+ professions scored on AI exposure, salary, demand, and growth — updated daily. research it, compare it, train for it.
the missing intelligence layer between workers, programs, employers, and government. an agentic pipeline ingests billions of data points across federal labor statistics, state licensing boards, and training program catalogs — scores 350+ careers on AI risk, salary, demand, and training ROI — and connects all four sides of the workforce system. free and open.
salary data, training programs, licensing requirements, and job projections — the information workers need to make career decisions is buried across thousands of disconnected sources. hardhat assembles it into one living signal, scoring every career on demand, growth, salary, and ai resilience, across every state, every day. three layers transform raw workforce data into career decisions. an agentic pipeline continuously ingests data from federal, state, and industry sources — normalizing it against a single career ontology. every trade career is scored daily on salary strength, demand growth, AI resilience, and training ROI — producing the survival index. intelligence flows to workers…from hardhat.careers
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