Takeover Tracker
32%medium risk
Rail Yard Engineers, Dinkey Operators, and Hostlers
vs

63 shared · 22 different

core competencies

31%medium risk
Sailors and Marine Oilers

Side-by-Side Comparison

MetricRail Yard Engineers, Dinkey Operators, and HostlersSailors and Marine Oilers
Risk Score31.9%30.7%
Risk TierMedium RiskMedium Risk
Risk Percentile51th43th
Tasks at Risk (>50%)8 / 155 / 15
Median Salary$58,030$49,610
Employment3K31K

Skill Comparison

|

Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Transportation
Repairing and Maintaining Mechanical Equipment
Performing General Physical Activities
Establishing and Maintaining Interpersonal Relationships
Estimating the Quantifiable Characteristics of Products, Events, or Information
Evaluating Information to Determine Compliance with Standards
Telecommunications
English Language
Making Decisions and Solving Problems
Identifying Objects, Actions, and Events
Processing Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Rail Yard Engineers, Dinkey Operators, and Hostlers

29%

total discount

Sailors and Marine Oilers

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Rail Yard Engineers, Dinkey Operators, and Hostlers

8 of 15 at risk
88%Read switching instructions and daily car schedules to determine work to be performed, or receive orders from yard conductors.
88%Observe water levels and oil, air, and steam pressure gauges to ensure proper operation of equipment.
86%Inspect track for defects such as broken rails and switch malfunctions.
84%Observe and respond to wayside and cab signals, including color light signals, position signals, torpedoes, flags, and hot box detectors.
84%Inspect the condition of stationary trains, rolling stock, and equipment.

Sailors and Marine Oilers

5 of 15 at risk
87%Read pressure and temperature gauges or displays and record data in engineering logs.
87%Examine machinery to verify specified pressures or lubricant flows.
87%Relay specified signals to other ships, using visual signaling devices, such as blinker lights or semaphores.
85%Stand watch in ships' bows or bridge wings to look for obstructions in a ship's path or to locate navigational aids, such as buoys or lighthouses.
85%Stand by wheels when ships are on automatic pilot and verify accuracy of courses, using magnetic compasses.

Wage Comparison

Sailors and Marine Oilers earns -$8,420(-15%) vs Rail Yard Engineers, Dinkey Operators, and Hostlers
Rail Yard Engineers, Dinkey Operators, and HostlersSailors and Marine Oilers
10th
$44,510$33,350
25th
$51,770$38,450
Median
$58,030$49,610
75th
$65,530$65,370
90th
$79,070$81,890

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Rail Yard Engineers, Dinkey Operators, and Hostlers2028–2035
Sailors and Marine Oilers2028–2035
20242030203520402045

Sailors and Marine Oilers has a longer runway before significant displacement, projected 0 years later than Rail Yard Engineers, Dinkey Operators, and Hostlers.

Risk-Adjusted Salary

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

Rail Yard Engineers, Dinkey Operators, and Hostlers

$39,524

from $58,030

Sailors and Marine Oilers

$34,385

from $49,610

After adjusting for AI risk, Rail Yard Engineers, Dinkey Operators, and Hostlers offers $5,140 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Rail

0

Unique to Sailors

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Decision Complexity
Regulatory Barriers
Rail Yard Engineers, Dinkey Operators, and HostlersSailors and Marine Oilers
Find transitions from Rail Yard Engineers, Dinkey Operators, and HostlersFind transitions from Sailors and Marine Oilers