medium risk
Commercial Pilotsvs
26 shared · 60 different
core competencies
medium risk
Taxi Drivers and ChauffeursSide-by-Side Comparison
Taxi Drivers and Chauffeurs leads 3–0| Metric | Commercial Pilots | Taxi Drivers and Chauffeurs |
|---|---|---|
| Risk Score | 34.2% | 31.2% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 63th | 46th |
| Tasks at Risk (>50%) | 10 / 15 | 10 / 15 |
| Median Salary | $122,670 | N/A |
| Employment | 52K | N/A |
Skill Comparison
|
Sorted by largest difference
Controlling Machines and Processes
Operation and Control
Operating Vehicles, Mechanized Devices, or Equipment
Transportation
Identifying Objects, Actions, and Events
Evaluating Information to Determine Compliance with Standards
Problem Sensitivity
Making Decisions and Solving Problems
Updating and Using Relevant Knowledge
Operation Monitoring
Deductive Reasoning
Active LearningAI-Augmented
Protective Factors
Higher values indicate stronger protection against AI displacement
Commercial Pilots
32%
total discount
Taxi Drivers and Chauffeurs
27%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Commercial Pilots
10 of 15 at risk89%Consider airport altitudes, outside temperatures, plane weights, and wind speeds and directions to calculate the speed needed to become airborne.
87%File instrument flight plans with air traffic control so that flights can be coordinated with other air traffic.
87%Plan flights according to government and company regulations, using aeronautical charts and navigation instruments.
85%Monitor engine operation, fuel consumption, and functioning of aircraft systems during flights.
77%Check aircraft prior to flights to ensure that the engines, controls, instruments, and other systems are functioning properly.
Taxi Drivers and Chauffeurs
10 of 15 at risk89%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.
Wage Comparison
Commercial PilotsTaxi Drivers and Chauffeurs
10th
$59,330N/A
25th
$81,660N/A
Median
$122,670N/A
75th
$175,050N/A
90th
$239,200N/A
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Commercial Pilots2028–2035
Taxi Drivers and Chauffeurs2028–2035
20242030203520402045
Taxi Drivers and Chauffeurs has a longer runway before significant displacement, projected 0 years later than Commercial Pilots.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Commercial
0
Unique to Taxi
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Decision Complexity
Fine Manipulation
Creativity
Regulatory Barriers
Commercial PilotsTaxi Drivers and Chauffeurs