Airline Pilots, Copilots, and Flight Engineers vs Subway and Streetcar Operators AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Airline Pilots, Copilots, and Flight Engineers

25 shared · 67 different

core competencies

high risk

Subway and Streetcar Operators

Side-by-Side Comparison

Airline Pilots, Copilots, and Flight Engineers leads 5–0

Metric	Airline Pilots, Copilots, and Flight Engineers	Subway and Streetcar Operators
Risk Score	34.3%	52.4%
Risk Tier	Medium Risk	High Risk
Risk Percentile	63th	98th
Tasks at Risk (>50%)	6 / 15	10 / 12
Median Salary	$226,600	$84,830
Employment	99K	9K

Skill Comparison

Sorted by largest difference

Controlling Machines and Processes

Analyzing Data or Information

Processing Information

Organizing, Planning, and Prioritizing Work

Making Decisions and Solving Problems

Operating Vehicles, Mechanized Devices, or Equipment

Spatial Orientation

Response Orientation

Evaluating Information to Determine Compliance with Standards

Operation and Control

Transportation

Computers and Electronics

Protective Factors

Higher values indicate stronger protection against AI displacement

Airline Pilots, Copilots, and Flight Engineers

34%

total discount

Subway and Streetcar Operators

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Airline Pilots, Copilots, and Flight Engineers

6 of 15 at risk

88%Steer aircraft along planned routes, using autopilot and flight management computers.

86%Check passenger and cargo distributions and fuel amounts to ensure that weight and balance specifications are met.

86%Monitor engine operation, fuel consumption, and functioning of aircraft systems during flights.

84%Monitor gauges, warning devices, and control panels to verify aircraft performance and to regulate engine speed.

82%Contact control towers for takeoff clearances, arrival instructions, and other information, using radio equipment.

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 -$141,770(-63%) vs Airline Pilots, Copilots, and Flight Engineers

Airline Pilots, Copilots, and Flight EngineersSubway and Streetcar Operators

10th

$98,560$52,260

25th

$154,360$59,500

Median

$226,600$84,830

75th

$239,200$87,940

90th

$239,200$87,940

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Airline Pilots, Copilots, and Flight Engineers2028–2035

Subway and Streetcar Operators2028–2035

20242030203520402045

Airline Pilots, Copilots, and Flight Engineers 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%)

Airline Pilots, Copilots, and Flight Engineers

$148,944

from $226,600

Subway and Streetcar Operators

$40,421

from $84,830

After adjusting for AI risk, Airline Pilots, Copilots, and Flight Engineers offers $108,523 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Airline

Unique to Subway

Combined Protection Strategy

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

Creativity

Decision Complexity

Regulatory Barriers

Social Intelligence

Airline Pilots, Copilots, and Flight EngineersSubway and Streetcar Operators

Find transitions from Airline Pilots, Copilots, and Flight Engineers Find transitions from Subway and Streetcar Operators