vs
24 shared · 65 different
core competencies
medium risk
Locomotive FirersSide-by-Side Comparison
Airline Pilots, Copilots, and Flight Engineers leads 4–0| Metric | Airline Pilots, Copilots, and Flight Engineers | Locomotive Firers |
|---|---|---|
| Risk Score | 34.3% | 44.0% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 63th | 90th |
| Tasks at Risk (>50%) | 6 / 15 | 8 / 11 |
| Median Salary | $226,600 | N/A |
| Employment | 99K | N/A |
Skill Comparison
|
Sorted by largest difference
Analyzing Data or Information
Spatial Orientation
Geography
Transportation
Processing Information
Controlling Machines and Processes
Operation and Control
Response Orientation
Computers and Electronics
Making Decisions and Solving Problems
Operating Vehicles, Mechanized Devices, or Equipment
Psychology
Protective Factors
Higher values indicate stronger protection against AI displacement
Airline Pilots, Copilots, and Flight Engineers
34%
total discount
Locomotive Firers
26%
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 risk88%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.
Locomotive Firers
8 of 11 at risk88%Monitor oil, temperature, and pressure gauges on dashboards to determine if engines are operating safely and efficiently.
77%Observe train signals along routes and verify their meanings for engineers.
74%Receive signals from workers in rear of train and relay that information to engineers.
69%Start diesel engines to warm engines before runs.
57%Inspect locomotives to detect damaged or worn parts.
Wage Comparison
Airline Pilots, Copilots, and Flight EngineersLocomotive Firers
10th
$98,560N/A
25th
$154,360N/A
Median
$226,600N/A
75th
$239,200N/A
90th
$239,200N/A
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Airline Pilots, Copilots, and Flight Engineers2028–2035
Locomotive Firers2028–2035
20242030203520402045
Airline Pilots, Copilots, and Flight Engineers has a longer runway before significant displacement, projected 0 years later than Locomotive Firers.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Airline
0
Unique to Locomotive
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Decision Complexity
Creativity
Social Intelligence
Regulatory Barriers
Airline Pilots, Copilots, and Flight EngineersLocomotive Firers