Takeover Tracker
34%medium risk
Commercial Pilots
vs

35 shared · 54 different

core competencies

Side-by-Side Comparison

MetricCommercial PilotsRailroad Brake, Signal, and Switch Operators
Risk Score34.2%38.2%
Risk TierMedium RiskMedium Risk
Risk Percentile63th76th
Tasks at Risk (>50%)10 / 155 / 15
Median Salary$122,670N/A
Employment52KN/A

Skill Comparison

|

Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Performing General Physical Activities
Operation and Control
Performing for or Working Directly with the Public
Transportation
Making Decisions and Solving Problems
Controlling Machines and Processes
Customer and Personal Service
Response Orientation
Problem Sensitivity
Deductive Reasoning
Active LearningAI-Augmented

Protective Factors

Higher values indicate stronger protection against AI displacement

Commercial Pilots

32%

total discount

Railroad Brake, Signal, and Switch Operators

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Commercial Pilots

10 of 15 at risk
89%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.

Railroad Brake, Signal, and Switch Operators

5 of 15 at risk
86%Receive oral or written instructions from yardmasters or yard conductors indicating track assignments and cars to be switched.
86%Monitor oil, air, and steam pressure gauges, and make sure water levels are adequate.
76%Watch for and relay traffic signals to start and stop cars during shunting.
74%Observe signals from other crew members so that work activities can be coordinated.
59%Inspect tracks, cars, and engines for defects and to determine service needs, sending engines and cars for repairs as necessary.

Wage Comparison

Commercial PilotsRailroad Brake, Signal, and Switch Operators
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 Pilots20282035
Railroad Brake, Signal, and Switch Operators20282035
20242030203520402045

Commercial Pilots has a longer runway before significant displacement, projected 0 years later than Railroad Brake, Signal, and Switch Operators.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Commercial

0

Unique to Railroad

Combined Protection Strategy

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

Decision Complexity
Creativity
Social Intelligence
Fine Manipulation
Commercial PilotsRailroad Brake, Signal, and Switch Operators