Disclaimer: The information provided on resilient.fyi is for educational and informational purposes only. AI resilience scores are estimates based on available data and research as of the publication date. Job market conditions, AI capabilities, and employment trends change rapidly. This site does not provide career, financial, or legal advice.
Individual career outcomes depend on numerous factors including skills, experience, location, industry, and economic conditions. Scores should not be the sole basis for career decisions. We encourage users to conduct their own research and consult with career professionals when making employment decisions.
Task lists sourced from O*NET (U.S. Department of Labor). Salary and employment projections from the Bureau of Labor Statistics. AI displacement evidence compiled from documented deployments, layoff reports, and regulatory developments. While we strive for accuracy, we cannot guarantee completeness or correctness of all information.