vs
69 shared · 17 different
core competencies
Side-by-Side Comparison
Excavating and Loading Machine and Dragline Operators leads 4–0| Metric | Rail Yard Engineers, Dinkey Operators, and Hostlers | Excavating and Loading Machine and Dragline Operators |
|---|---|---|
| Risk Score | 31.9% | 22.7% |
| Risk Tier | Medium Risk | Low Risk |
| Risk Percentile | 51th | 13th |
| Tasks at Risk (>50%) | 8 / 15 | 5 / 15 |
| Median Salary | $58,030 | N/A |
| Employment | 3K | N/A |
Skill Comparison
|
Sorted by largest difference
Transportation
Repairing and Maintaining Mechanical Equipment
English Language
Coordinating the Work and Activities of Others
Handling and Moving Objects
Multilimb Coordination
Performing General Physical Activities
Public Safety and Security
Developing Objectives and Strategies
Problem Sensitivity
Peripheral Vision
Mechanical
Protective Factors
Higher values indicate stronger protection against AI displacement
Rail Yard Engineers, Dinkey Operators, and Hostlers
29%
total discount
Excavating and Loading Machine and Dragline Operators
28%
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 risk88%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.
Excavating and Loading Machine and Dragline Operators
5 of 15 at risk86%Receive written or oral instructions regarding material movement or excavation.
84%Become familiar with digging plans, machine capabilities and limitations, and with efficient and safe digging procedures in a given application.
84%Measure and verify levels of rock or gravel, bases, or other excavated material.
53%Move materials over short distances, such as around a construction site, factory, or warehouse.
51%Adjust dig face angles for varying overburden depths and set lengths.
Wage Comparison
Rail Yard Engineers, Dinkey Operators, and HostlersExcavating and Loading Machine and Dragline Operators
10th
$44,510N/A
25th
$51,770N/A
Median
$58,030N/A
75th
$65,530N/A
90th
$79,070N/A
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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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