Data and ideas on hiring and verifying AI engineers — starting with a salary report that updates itself.
Live data pulled straight from verified engineers’ own machine scans on Inferr — which AI tools and frameworks actually show up in production repos, and how that pool breaks down by tier. Updated continuously, not a one-off survey.
Updated continuously · 4 min read
Live median compensation by level and the most in-demand AI/ML frameworks — computed in real time from verified remote roles on Inferr. Updated continuously, not annually.
Updated continuously · 5 min read
Résumés are claims; commits are proof. A plain-English walkthrough of how Inferr builds a verified AI-engineer profile from local git metadata plus public corroboration — without ever reading your source code.
June 24, 2026 · 6 min read
AI hiring signals are either self-reported or trivially gamed. Here is why the résumé, the green grid, and the take-home test all miss, and what a proof-of-work profile shows instead.
June 22, 2026 · 4 min read