Old work is losing value.AI-proof work is being hired.
Take the 3-minute test to see which side your current skills map to.
Reported cuts across product, engineering, management and other roles.
of workforce reportedly targeted in performance cuts while AI hiring continued.
Customer workflow + AI systems + production delivery.
Build applied AI products, integrations and model workflows.
teams reshuffled as AI priorities change hiring and product investment.
3 minutes to map your current skills to the pressure side or the hiring side.
Test model behavior, retrieval quality and production readiness.
routine code tasks compressed as AI coding tools absorb boilerplate work.
reporting and coordination work automated unless tied to AI workflows.
Build and measure search, grounding and answer quality systems.
Turn repeated processes into AI-assisted workflows.
Demo evidence cards. Source and screenshot/legal review required before public launch.