Takeover Tracker

vs

63 shared · 8 different

core competencies

Side-by-Side Comparison

MetricRailroad Brake, Signal, and Switch OperatorsPump Operators, Except Wellhead Pumpers
Risk Score38.2%43.5%
Risk TierMedium RiskMedium Risk
Risk Percentile76th89th
Tasks at Risk (>50%)5 / 156 / 14
Median SalaryN/A$60,020
EmploymentN/A13K

Skill Comparison

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Sorted by largest difference

Identifying Objects, Actions, and Events
Mechanical
Performing General Physical Activities
Processing Information
Getting Information
Customer and Personal Service
Far Vision
Controlling Machines and Processes

Protective Factors

Higher values indicate stronger protection against AI displacement

Railroad Brake, Signal, and Switch Operators

26%

total discount

Pump Operators, Except Wellhead Pumpers

28%

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.

Pump Operators, Except Wellhead Pumpers

6 of 14 at risk
88%Record operating data such as products and quantities pumped, stocks used, gauging results, and operating times.
86%Monitor gauges and flowmeters and inspect equipment to ensure that tank levels, temperatures, chemical amounts, and pressures are at specified levels, reporting abnormalities as necessary.
86%Read operating schedules or instructions or receive verbal orders to determine amounts to be pumped.
78%Communicate with other workers, using signals, radios, or telephones, to start and stop flows of materials or substances.
77%Test materials and solutions, using testing equipment.

Wage Comparison

Railroad Brake, Signal, and Switch OperatorsPump Operators, Except Wellhead Pumpers
10th
N/A$37,850
25th
N/A$47,270
Median
N/A$60,020
75th
N/A$75,160
90th
N/A$89,660

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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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