Takeover Tracker

vs

50 shared · 15 different

core competencies

Side-by-Side Comparison

MetricRailroad Brake, Signal, and Switch OperatorsFurnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
Risk Score38.2%45.4%
Risk TierMedium RiskMedium Risk
Risk Percentile76th92th
Tasks at Risk (>50%)5 / 1510 / 15
Median SalaryN/A$47,010
EmploymentN/A16K

Skill Comparison

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Sorted by largest difference

Transportation
Evaluating Information to Determine Compliance with Standards
Far Vision
Controlling Machines and Processes
Performing General Physical Activities
Gross Body Coordination
Customer and Personal Service
Making Decisions and Solving Problems
Visualization
Handling and Moving Objects
Visual Color Discrimination
Estimating the Quantifiable Characteristics of Products, Events, or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Railroad Brake, Signal, and Switch Operators

26%

total discount

Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Railroad Brake, Signal, and Switch Operators

5 of 15 at risk
86%Receive oral or written instructions from yardmasters or yard conductors indicating track assignments and cars to be switched.
86%Monitor oil, air, and steam pressure gauges, and make sure water levels are adequate.
76%Watch for and relay traffic signals to start and stop cars during shunting.
74%Observe signals from other crew members so that work activities can be coordinated.
59%Inspect tracks, cars, and engines for defects and to determine service needs, sending engines and cars for repairs as necessary.

Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders

10 of 15 at risk
88%Record gauge readings, test results, and shift production in log books.
87%Calculate amounts of materials to be loaded into furnaces, adjusting amounts as necessary for specific conditions.
86%Monitor equipment operation, gauges, and panel lights to detect deviations from standards.
86%Read and interpret work orders and instructions to determine work assignments, process specifications, and production schedules.
85%Melt or refine metal before casting, calculating required temperatures, and observe metal color, adjusting controls as necessary to maintain required temperatures.

Wage Comparison

Railroad Brake, Signal, and Switch OperatorsFurnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
10th
N/A$35,010
25th
N/A$39,250
Median
N/A$47,010
75th
N/A$57,840
90th
N/A$66,190

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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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Railroad Brake, Signal, and Switch Operators: Not yetFurnace, Kiln, Oven, Drier, and Kettle Operators and Tenders: Not yet