70 posts
For 52.5% of job postings, most of their closest skill matches carry a different job title. Product Engineer postings look like another job 81% of the time; Product Designer, 9%.
September 8, 2026
arXiv AI submissions grew 18.9x in a decade. We decomposed the growth: it's ~28x more researchers, each publishing just 9% more. And only 0.51% of 84,420 papers have a near-duplicate.
September 5, 2026
We mapped advertised software-engineer pay against how much each company is actually growing or shrinking — using live job postings and workforce-flow data. Pay turns out to tell you almost nothing about where a company is headed.
September 4, 2026
Every company wants to be an AI company. Far fewer want to hire for it. We measured 182,470 job postings and 568,663 tech CVs: employers mention AI four times more often than they ask for it.
August 28, 2026
In Washington, 47% of job postings show the salary. In Kansas, 5.3% do. We measured salary disclosure across 118,706 US job postings and 38 states — and found that even where the law requires pay in the posting, roughly half still don't show it.
August 21, 2026
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.
August 15, 2026
We mapped the AI Engineer role from both sides — Skillenai's talent graph and job postings. Who feeds it, where they go next, and why the skills employers ask for don't match what workers list.
August 11, 2026
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.
August 5, 2026
Jellyfish says AI dev output plateaus around 4 merged PRs a week. Running Claude Code agents solo, after hours, I've been doing 23. The plateau isn't a token wall — it's the Coordination Tax.
July 24, 2026
US employers ask 2.5x more generalist software engineers than AI engineers to build with LLMs, and the generalists do it in TypeScript and Ruby, without LangGraph. A demand-side look at who really builds AI.
July 22, 2026
