Guide or control vehicular or pedestrian traffic at such places as streets, schools, railroad crossings, or construction sites. 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.
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