Takeover Tracker
vs

55 shared · 7 different

core competencies

Side-by-Side Comparison

MetricBus Drivers, Transit and IntercityTaxi Drivers and Chauffeurs
Risk Score24.2%31.2%
Risk TierLow RiskMedium Risk
Risk Percentile17th46th
Tasks at Risk (>50%)7 / 1510 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Customer and Personal Service
Oral Comprehension
Transportation
Training and Teaching Others
Performing for or Working Directly with the Public
Updating and Using Relevant Knowledge
Operating Vehicles, Mechanized Devices, or Equipment

Protective Factors

Higher values indicate stronger protection against AI displacement

Bus Drivers, Transit and Intercity

26%

total discount

Taxi Drivers and Chauffeurs

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Bus Drivers, Transit and Intercity

7 of 15 at risk
87%Announce stops to passengers.
87%Record information, such as cash receipts and ticket fares, and maintain log book.
85%Collect tickets or cash fares from passengers.
85%Report delays or accidents.
67%Regulate heating, lighting, and ventilating systems for passenger comfort.

Taxi Drivers and Chauffeurs

10 of 15 at risk
89%Record name, date, and taxi identification information on trip sheets, along with trip information, such as time and place of pickup and drop-off, and total fee.
89%Collect fares or vouchers from passengers and make change or issue receipts as necessary.
87%Notify dispatchers or company mechanics of vehicle problems.
87%Arrange to pick up particular customers or groups on a regular schedule.
87%Report to taxicab services or garages to receive vehicle assignments.

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Bus Drivers, Transit and Intercity20282035
Taxi Drivers and Chauffeurs20282035
20242030203520402045

Bus Drivers, Transit and Intercity has a longer runway before significant displacement, projected 0 years later than Taxi Drivers and Chauffeurs.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Bus

0

Unique to Taxi

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Creativity
Decision Complexity
Regulatory Barriers
Social Intelligence
Bus Drivers, Transit and IntercityTaxi Drivers and Chauffeurs