Directly supervise and coordinate activities of workers engaged in firefighting and fire prevention and control. The percentage shown is a task-exposure model, not a prediction of certain job loss.
Combined with physical presence and relationship trust, this keeps a human in the loop.
O*NET 30.3 occupation tasks plus the ILO 2025 exposure framework. Scores are directional estimates.
Read ILO research →Official occupation tasks; timeline remains uncertain Scores are directional estimates and sources do not endorse this site’s exact percentage.
These roles are in Customer-Facing and have lower modeled task exposure. Transferability depends on your skills, location, and qualifications.
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