## Overview ![[unemployement 1.jpeg]] >[!summary] > It seems that entry level programers, consumer services and marketings jobs are the most at risk due to AI. However the post pandemic effect might contribute to this the effect. >[!question] > Which jobs are the most affected by AI? >[!idea] > Look at employment and breakdown it done by vertical using one of the largest individualized payroll dataset in the US ## 🔮Insights ![[unemployement-2.png]] >[!insight] > Headcount allocation for a few entry level job are going down for a few key sectors while increasing for others which suggest that some (perceived) shift is happening in those sectors. Attributed to AI. >[!limitation] > Too early to tell if it is a perceived shift or a real shift and how much the pandemic affect this. ![[comp 1.png]] >[!insight] > Comp is stable or going down for some white-collar jobs indicating that those job are (perceived to) becoming less valuable >[!limitation] > Too early to tell if it is a perceived shift or a real shift and how much the pandemic affect this. ## 🧭 Topic Compass ### Where Does X come from? Repeated claims by tech leaders that AI will automate knowledge jobs. ### What is similar to X? - There is an increase in trade school application in 2026 (6%) which correlate with the perception that white collar jobs are at risk due to AI and AI-xiety is a real thing. ### What compete with X? AI Unproven ability to deliver automation and some study like [[Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity]] that show productivity is going down for experienced developpers. ### Where can X lead To? ## 📖 References ### **Paper** url: https://digitaleconomy.stanford.edu/wp-content/uploads/2025/08/Canaries_BrynjolfssonChandarChen.pdf