Takeover Tracker
44%medium risk
Locomotive Engineers
vs

46 shared · 33 different

core competencies

Side-by-Side Comparison

MetricLocomotive EngineersIndustrial Truck and Tractor Operators
Risk Score44.1%45.6%
Risk TierMedium RiskMedium Risk
Risk Percentile90th92th
Tasks at Risk (>50%)13 / 158 / 11
Median Salary$77,400$46,390
Employment32K806K

Skill Comparison

|

Sorted by largest difference

Transportation
Controlling Machines and Processes
Far Vision
Selective Attention
Analyzing Data or Information
Oral Expression
Flexibility of Closure
Evaluating Information to Determine Compliance with Standards
Operation Monitoring
Oral Comprehension
Speaking
MonitoringAI-Augmented

Protective Factors

Higher values indicate stronger protection against AI displacement

Locomotive Engineers

28%

total discount

Industrial Truck and Tractor Operators

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Locomotive Engineers

13 of 15 at risk
87%Prepare reports regarding any problems encountered, such as accidents, signaling problems, unscheduled stops, or delays.
86%Monitor gauges or meters that measure speed, amperage, battery charge, or air pressure in brakelines or in main reservoirs.
85%Check to ensure that brake examination tests are conducted at shunting stations.
85%Check to ensure that documentation, such as procedure manuals or logbooks, are in the driver's cab and available for staff use.
77%Interpret train orders, signals, or railroad rules and regulations that govern the operation of locomotives.

Industrial Truck and Tractor Operators

8 of 11 at risk
87%Weigh materials or products and record weight or other production data on tags or labels.
63%Manually or mechanically load or unload materials from pallets, skids, platforms, cars, lifting devices, or other transport vehicles.
63%Move controls to drive gasoline- or electric-powered trucks, cars, or tractors and transport materials between loading, processing, and storage areas.
61%Move levers or controls that operate lifting devices, such as forklifts, lift beams with swivel-hooks, hoists, or elevating platforms, to load, unload, transport, or stack material.
61%Inspect product load for accuracy and safely move it around the warehouse or facility to ensure timely and complete delivery.

Wage Comparison

Industrial Truck and Tractor Operators earns -$31,010(-40%) vs Locomotive Engineers
Locomotive EngineersIndustrial Truck and Tractor Operators
10th
$60,980$36,500
25th
$73,410$39,780
Median
$77,400$46,390
75th
$84,230$53,680
90th
$100,690$61,540

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Locomotive Engineers20282035
Industrial Truck and Tractor Operators20282035
20242030203520402045

Locomotive Engineers has a longer runway before significant displacement, projected 0 years later than Industrial Truck and Tractor Operators.

Risk-Adjusted Salary

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

Locomotive Engineers

$43,282

from $77,400

Industrial Truck and Tractor Operators

$25,218

from $46,390

After adjusting for AI risk, Locomotive Engineers offers $18,064 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Locomotive

0

Unique to Industrial

Combined Protection Strategy

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

Decision Complexity
Regulatory Barriers
Creativity
Fine Manipulation
Locomotive EngineersIndustrial Truck and Tractor Operators