Commercial Pilots vs Subway and Streetcar Operators AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Commercial Pilots

37 shared · 49 different

core competencies

high risk

Subway and Streetcar Operators

Side-by-Side Comparison

Commercial Pilots leads 4–0

Metric	Commercial Pilots	Subway and Streetcar Operators
Risk Score	34.2%	52.4%
Risk Tier	Medium Risk	High Risk
Risk Percentile	63th	98th
Tasks at Risk (>50%)	10 / 15	10 / 12
Median Salary	$122,670	$84,830
Employment	52K	9K

Skill Comparison

Sorted by largest difference

Controlling Machines and Processes

Operating Vehicles, Mechanized Devices, or Equipment

Organizing, Planning, and Prioritizing Work

Transportation

Estimating the Quantifiable Characteristics of Products, Events, or Information

Evaluating Information to Determine Compliance with Standards

Operation and Control

Far Vision

Developing and Building Teams

Problem Sensitivity

Administration and Management

Inspecting Equipment, Structures, or Material

Protective Factors

Higher values indicate stronger protection against AI displacement

Commercial Pilots

32%

total discount

Subway and Streetcar Operators

28%

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.

Subway and Streetcar Operators

10 of 12 at risk

89%Make announcements to passengers, such as notifications of upcoming stops or schedule delays.

89%Collect fares from passengers, and issue change and transfers.

89%Record transactions and coin receptor readings to verify the amount of money collected.

87%Regulate vehicle speed and the time spent at each stop to maintain schedules.

87%Report delays, mechanical problems, and emergencies to supervisors or dispatchers, using radios.

Wage Comparison

Subway and Streetcar Operators earns -$37,840(-31%) vs Commercial Pilots

Commercial PilotsSubway and Streetcar Operators

10th

$59,330$52,260

25th

$81,660$59,500

Median

$122,670$84,830

75th

$175,050$87,940

90th

$239,200$87,940

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Commercial Pilots2028–2035

Subway and Streetcar Operators2028–2035

20242030203520402045

Commercial Pilots has a longer runway before significant displacement, projected 0 years later than Subway and Streetcar Operators.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Commercial Pilots

$80,729

from $122,670

Subway and Streetcar Operators

$40,421

from $84,830

After adjusting for AI risk, Commercial Pilots offers $40,308 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Commercial

Unique to Subway

Combined Protection Strategy

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

Creativity

Decision Complexity

Social Intelligence

Regulatory Barriers

Commercial PilotsSubway and Streetcar Operators

Find transitions from Commercial Pilots Find transitions from Subway and Streetcar Operators