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Experts identify teaching, childcare, healthcare, law, and hospitality as fields where human roles remain resilient against AI. Pharmacists, doctors, and nurses are less replaceable due to clinical decision-making. Childminding, family law, and creative hospitality jobs like chefs face lower automation risk. Routine administrative and junior legal tasks are most vulnerable.
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