#careers

Read the people, not the postings: national-lab data scientists build ML like Big Tech, while civil-service agency data scientists do statistics-and-reporting. Two different jobs under one title — and neither ever touches frontier tech.

AI didn't torch the junior job market. A frozen labor market did — and the housing market, frozen by the same 2022 rate shock with zero AI, is the control group that proves it.

Tech bloggers are writing about Claude Code at 2x the rate jobs need them. Employers are hiring for Looker at 10x the rate anyone's writing about it. We measured the gap across 74 skills, 205,895 job postings, and 408,420 blog posts.