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Data Driven Career Roundups

A data-driven approach to answering the top questions around AI's impact on careers. We'd love to hear your thoughts - feel free to contact us!

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March 11, 2026

The Key Traits That Make Careers More AI-Proof

Careers that require physical presence, high-stakes human judgment, and legal accountability are the most resilient to AI. We combined BLS labor data with expert AI predictions to score 922 careers and identify the key traits that set AI-proof jobs apart.

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April 7, 2026

Is Software Engineering AI-Proof?

We scored 13 software and tech careers for AI resilience. They span from Risky to Strong - a 42-point gap that comes down to whether your role owns outcomes or just executes instructions.

March 22, 2026

25 High-Paying Jobs That AI Can't Replace (With Salaries)

The top 25 high-paying career clusters ($100K+, 5K+ openings) ranked by AI resilience - from pilots ($227K) to compliance managers ($137K). Filtered from 922 BLS careers.

March 11, 2026

25 AI-Proof Careers You Can Start Without a Degree, Ranked by ROI

The highest-paying AI-proof careers you can start without a college degree, ranked by 10-year ROI. Top paths include Electricians, HVAC Technicians, Plumbers, and Air Traffic Controllers.

Built by Yu ChenWith data partner altPath
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