Takeover Tracker
44%medium risk
Locomotive Engineers
vs

49 shared · 31 different

core competencies

40%medium risk
Railroad Conductors and Yardmasters

Side-by-Side Comparison

MetricLocomotive EngineersRailroad Conductors and Yardmasters
Risk Score44.1%40.4%
Risk TierMedium RiskMedium Risk
Risk Percentile90th82th
Tasks at Risk (>50%)13 / 158 / 15
Median Salary$77,400$74,080
Employment32K43K

Skill Comparison

|

Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Controlling Machines and Processes
Response Orientation
Processing Information
Analyzing Data or Information
Evaluating Information to Determine Compliance with Standards
Operation and Control
Monitor Processes, Materials, or Surroundings
Estimating the Quantifiable Characteristics of Products, Events, or Information
Control Precision
Multilimb Coordination
Interpreting the Meaning of Information for Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Locomotive Engineers

28%

total discount

Railroad Conductors and Yardmasters

28%

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.

Railroad Conductors and Yardmasters

8 of 15 at risk
88%Keep records of the contents and destination of each train car, and make sure that cars are added or removed at proper points on routes.
88%Confirm routes and destination information for freight cars.
86%Receive information regarding train or rail problems from dispatchers or from electronic monitoring devices.
86%Receive instructions from dispatchers regarding trains' routes, timetables, and cargoes.
86%Review schedules, switching orders, way bills, and shipping records to obtain cargo loading and unloading information and to plan work.

Wage Comparison

Railroad Conductors and Yardmasters earns -$3,320(-4%) vs Locomotive Engineers
Locomotive EngineersRailroad Conductors and Yardmasters
10th
$60,980$53,490
25th
$73,410$63,480
Median
$77,400$74,080
75th
$84,230$82,060
90th
$100,690$103,350

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Locomotive Engineers2028–2035
Railroad Conductors and Yardmasters2028–2035
20242030203520402045

Railroad Conductors and Yardmasters has a longer runway before significant displacement, projected 0 years later than Locomotive Engineers.

Risk-Adjusted Salary

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

Locomotive Engineers

$43,282

from $77,400

Railroad Conductors and Yardmasters

$44,144

from $74,080

After adjusting for AI risk, Railroad Conductors and Yardmasters offers $862 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Locomotive

0

Unique to Railroad

Combined Protection Strategy

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

Decision Complexity
Social Intelligence
Regulatory Barriers
Creativity
Locomotive EngineersRailroad Conductors and Yardmasters
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