Occupation baseline · Research consensus

Will AI replace First-Line Supervisors of Transportation Workers, All Other?

Lower risk

Baseline AI displacement risk for First-Line Supervisors of Transportation Workers, All Other, aggregated from 2 research sources.

What this score means

First-Line Supervisors of Transportation Workers, All Other is among the least exposed roles in Transportation. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 21 out of 100 it scores 3 points above the Transportation average of 18. Across the 2 sources behind this baseline, individual estimates run from 14 to 30, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

The research behind this score

This baseline aggregates 2 research sources that scored First-Line Supervisors of Transportation Workers, All Other for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

01Generative AI and Jobs: A Refined Global Index of Occupational Exposure · 2025
02AI Occupational Exposure to Language Modeling · 2023

Also covers

Gas Station Supervisor

Estimated displacement window

The dated estimate for this role is included in the full personalised report.

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Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.