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Experts identify the roles least exposed as AI adoption accelerates

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As artificial intelligence spreads across the economy, exposure isn’t uniform. Citing the World Economic Forum, the piece argues data-rich fields such as software development, customer support and finance are primed for faster automation, while sectors with less structured data—health care, construction and education—will adopt AI more slowly. Strategist Marva Bailer says AI displaces tasks, not entire professions, and that roles with a “human moat”—trust, empathy, judgment or physical presence—are harder to replace. Mike Rowe adds that skilled trades like welding, plumbing and electrical work remain resilient even as coding faces pressure from generative AI. The upshot: employers will blend machine capabilities with human strengths, reshaping jobs rather than eliminating them wholesale.

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