Get a data-driven risk assessment for your specific role. Know your score. Build your escape plan. Don't become part of the permanent underclass.
Jobs in Database
AI Risk Score Accuracy
Data Points Used
Sample: Financial Analyst
Search from 997 occupations across every industry in the U.S. economy.
Labor's share of GDP: 64% (1974) → 56% (2024) → 46% projected. AI-driven displacement is accelerating the collapse.
— Citrini ResearchCompound index: CapEx, spend, tokens, users, agents, benchmarks
Our AI Acceleration Index is a compound measure of AI momentum: Mag 7 CapEx ($650B in 2026), global AI spend ($2.52T), 50T+ tokens/day consumed, 1.5B+ monthly users, and 79% enterprise agent adoption.
1.5 billion AI users monthly across ChatGPT, Gemini, Claude, and global platforms (DataReportal, 2025)
$650 billion Mag 7 AI CapEx nearly doubling YoY as all hyperscalers report supply-constrained (Goldman, 2026)
92 million jobs displaced by 2030, only 78M net new created (WEF Future of Jobs, 2025)
27% of OECD jobs at high risk of automation across G20 economies (OECD, 2023)
40% of global employment exposed to AI, rising to 60% in advanced economies (IMF, 2024)
Our scoring model synthesizes data from 12 institutional sources, 7 peer-reviewed research papers, and 15,000+ data points to score every occupation in the U.S. Department of Labor database.
Data Entry Clerk
Trend: ↑ Increasing
Software Engineer
Trend: → Stable
Registered Nurse
Trend: ↓ Decreasing
Truck Driver
Trend: ↑ Increasing
“AI capabilities improved, companies needed fewer workers, white collar layoffs increased.”
— Citrini Research Scenario Analysis
McKinsey estimates 30% of work hours could be automated by 2030. That's 12 million occupational transitions in the US alone. The window to prepare is closing.
— McKinsey Global Institute
Type your exact role into our search engine covering 997 occupations from the U.S. Department of Labor's O*NET database. We match aliases, variations, and related titles so you always find your position — from 'Software Developer' to 'Bookkeeper' to 'Radiologic Technologist.'
997 occupations covered
Our system cross-references your role against 15,000+ data points from 12 research institutions including the Bureau of Labor Statistics, McKinsey, Goldman Sachs, OECD, IMF, and the World Economic Forum. We score your job across 6 dimensions: task automation potential, cognitive AI exposure, physical requirements, creativity demands, social intelligence, and regulatory barriers.
6 dimensions, 12 sources, 15,000+ data points
Within minutes, receive a comprehensive career intelligence report tailored to your specific role. Includes your AI risk score, task-by-task automation breakdown with timelines, a career pivot roadmap with adjacent safer roles, a 6-month skills development plan, strategic positioning guidance, and a full industry outlook analysis.
Delivered instantly, unique to your role
Your proprietary risk score synthesized from task automation potential, AI capability benchmarks, cognitive exposure metrics, and real-time labor market signals. See exactly where your job falls on the AI disruption spectrum — from 'AI-Proof' to 'Critical Risk' — with a clear timeline of when changes will hit.
Every core task in your role broken down individually. For each task, we show its automation risk level (high/medium/low), estimated timeline until AI can handle it, and a detailed explanation of why it's vulnerable or resilient. Typically 8-12 tasks analyzed per job.
A personalized action plan including 3-5 immediate steps you can take today, 3-5 adjacent safer roles with transition difficulty ratings, and specific upskilling recommendations ranked by importance. Each adjacent role includes why it's more AI-resistant and what it takes to get there.
Month-by-month development plan identifying which skills to build and in what order. Covers both technical and soft skills, maps your current strengths that remain valuable, and highlights the highest-leverage skills that protect you from displacement.
Your report draws on research from O*NET, BLS, McKinsey Global Institute, Goldman Sachs, OpenAI, OECD, IMF, World Economic Forum, Stanford HAI, MIT Work of the Future, Brookings, and Gartner. This is not guesswork — it's institutional-grade analysis made personal.
A 2-3 paragraph deep analysis of how AI will reshape your specific industry over the next decade. Understand the macro forces at play, which segments will be hit first, and where the growth opportunities will emerge for people who prepare now.
One report. Everything you need to stay ahead of AI.
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