Takeover Tracker

44%medium risk
Locomotive Engineers
vs

60 shared · 20 different

core competencies

Side-by-Side Comparison

MetricLocomotive EngineersPump Operators, Except Wellhead Pumpers
Risk Score44.1%43.5%
Risk TierMedium RiskMedium Risk
Risk Percentile90th89th
Tasks at Risk (>50%)13 / 156 / 14
Median Salary$77,400$60,020
Employment32K13K

Skill Comparison

|

Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Mechanical
Far Vision
Computers and Electronics
Identifying Objects, Actions, and Events
Response Orientation
Reaction Time
Controlling Machines and Processes
Operation and Control
Interacting With Computers
Selective Attention
Spatial Orientation

Protective Factors

Higher values indicate stronger protection against AI displacement

Locomotive Engineers

28%

total discount

Pump Operators, Except Wellhead Pumpers

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.

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

Pump Operators, Except Wellhead Pumpers earns -$17,380(-22%) vs Locomotive Engineers
Locomotive EngineersPump Operators, Except Wellhead Pumpers
10th
$60,980$37,850
25th
$73,410$47,270
Median
$77,400$60,020
75th
$84,230$75,160
90th
$100,690$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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