Locomotive Engineers vs Pump Operators, Except Wellhead Pumpers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Locomotive Engineers

60 shared · 20 different

core competencies

medium risk

Pump Operators, Except Wellhead Pumpers

Side-by-Side Comparison

Pump Operators, Except Wellhead Pumpers leads 4–1

Metric	Locomotive Engineers	Pump Operators, Except Wellhead Pumpers
Risk Score	44.1%	43.5%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	90th	89th
Tasks at Risk (>50%)	13 / 15	6 / 14
Median Salary	$77,400	$60,020
Employment	32K	13K

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Locomotive Engineers2028–2035

Pump Operators, Except Wellhead Pumpers2028–2035

20242030203520402045

Pump Operators, Except Wellhead Pumpers has a longer runway before significant displacement, projected 0 years later than Locomotive Engineers.

Risk-Adjusted Salary

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

Locomotive Engineers

$43,282

from $77,400

Pump Operators, Except Wellhead Pumpers

$33,893

from $60,020

After adjusting for AI risk, Locomotive Engineers offers $9,389 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Locomotive

Unique to Pump

Combined Protection Strategy

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

Decision Complexity

Regulatory Barriers

Fine Manipulation

Creativity

Locomotive EngineersPump Operators, Except Wellhead Pumpers

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