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AI Risk Comparison

Taxi Drivers vs First-Line Supervisors of Material-Moving Machine and Vehicle Operators

Compare AI replacement risk, automatable work, resilient skills, and potential career pivots for both occupations.

Safer role
Taxi Drivers
Higher risk
First-Line Supervisors of Material-Moving Machine and Vehicle Operators
Risk gap
6 points
TransportationO*NET: 53-3054.00

Taxi Drivers

Drive a motor vehicle to transport passengers on an unplanned basis and charge a fare, usually based on a meter.

AI Risk Score

20/100
Low

Lower risk: the role depends more on human judgment and context.

Automation factors

  • Provide data-driven insights and recommendations

Top skills

Recommended career pivots

Shuttle Drivers and Chauffeurs76/100Bus Drivers, Transit and Intercity67/100Light Truck Drivers76/100Subway and Streetcar Operators63/100Parking Attendants60/100
TransportationO*NET: 53-1043.00

First-Line Supervisors of Material-Moving Machine and Vehicle Operators

Directly supervise and coordinate activities of material-moving machine and vehicle operators and helpers.

AI Risk Score

26/100
Low

Lower risk: the role depends more on human judgment and context.

Automation factors

  • Confer with customers, supervisors, contractors, or other personnel to exchange information or to resolve problems.
  • Review orders, production schedules, blueprints, or shipping or receiving notices to determine work sequences and material shipping dates, types, volumes, or destinations.
  • Maintain or verify records of time, materials, expenditures, or crew activities.
  • Documenting/Recording Information
  • Working with Computers

Top skills

Active Listening4.00/5
Coordination4.00/5
Time Management4.00/5
Management of Personnel Resources4.00/5
Speaking3.88/5

Recommended career pivots

First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand28/100First-Line Supervisors of Mechanics, Installers, and Repairers30/100First-Line Supervisors of Production and Operating Workers34/100First-Line Supervisors of Construction Trades and Extraction Workers28/100First-Line Supervisors of Passenger Attendants4/100

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