Get Your Personalized AI Displacement Report
A comprehensive analysis of your AI displacement risk, timeline, and personalized action plan. Based on your specific role, industry, and skills. Free.
Step 1: Your Situation
Frequently Asked Questions
How is my AI displacement risk score calculated?
Your score starts with a base rate derived from automation research for your specific job category, then adjusts for factors that affect your personal exposure: current AI tool usage, technical background, management responsibilities, and years of experience. A score above 70 indicates high displacement risk within 2–3 years. A score below 40 indicates lower near-term risk.
What are the best career pivots for workers displaced by AI?
The most resilient pivot paths leverage AI as a collaborator rather than compete with it directly. High-demand transitions include AI operations roles, compliance analysis, data analytics, healthcare IT, and product management. The best pivot for you depends on your current skills, budget, and goals — which is what this report calculates.
How long does it take to retrain for a new career after an AI layoff?
Retraining timelines vary by target role: data analyst roles typically require 3–6 months, cybersecurity roles 6–12 months, and software development 9–18 months. Google, AWS, and CompTIA certificates can establish credibility in 3–6 months. The key variable is your starting technical comfort level and weekly hours available for study.