Locomotive Engineers vs Paving, Surfacing, and Tamping Equipment Operators AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Locomotive Engineers

46 shared · 32 different

core competencies

low risk

Paving, Surfacing, and Tamping Equipment Operators

Side-by-Side Comparison

Paving, Surfacing, and Tamping Equipment Operators leads 4–1

Metric	Locomotive Engineers	Paving, Surfacing, and Tamping Equipment Operators
Risk Score	44.1%	18.1%
Risk Tier	Medium Risk	Low Risk
Risk Percentile	90th	4th
Tasks at Risk (>50%)	13 / 15	0 / 15
Median Salary	$77,400	$51,650
Employment	32K	46K

Skill Comparison

Sorted by largest difference

Far Vision

Evaluating Information to Determine Compliance with Standards

Transportation

Identifying Objects, Actions, and Events

Performing General Physical Activities

Documenting/Recording Information

Processing Information

Response Orientation

Performing for or Working Directly with the Public

Selective Attention

Auditory Attention

Analyzing Data or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Locomotive Engineers

28%

total discount

Paving, Surfacing, and Tamping Equipment Operators

25%

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.

Paving, Surfacing, and Tamping Equipment Operators

0 of 15 at risk

45%Light burners or start heating units of machines, and regulate screed temperatures and asphalt flow rates.

41%Start machine, engage clutch, and push and move levers to guide machine along forms or guidelines and to control the operation of machine attachments.

39%Observe distribution of paving material to adjust machine settings or material flow, and indicate low spots for workers to add material.

39%Fill tanks, hoppers, or machines with paving materials.

37%Shovel blacktop.

Wage Comparison

Paving, Surfacing, and Tamping Equipment Operators earns -$25,750(-33%) vs Locomotive Engineers

Locomotive EngineersPaving, Surfacing, and Tamping Equipment Operators

10th

$60,980$38,030

25th

$73,410$44,740

Median

$77,400$51,650

75th

$84,230$66,060

90th

$100,690$90,110

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Locomotive Engineers2028–2035

Paving, Surfacing, and Tamping Equipment Operators2028–2035

20242030203520402045

Paving, Surfacing, and Tamping Equipment Operators 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

Paving, Surfacing, and Tamping Equipment Operators

$42,301

from $51,650

After adjusting for AI risk, Locomotive Engineers offers $981 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Locomotive

Unique to Paving,

Combined Protection Strategy

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

Decision Complexity

Creativity

Regulatory Barriers

Social Intelligence

Locomotive EngineersPaving, Surfacing, and Tamping Equipment Operators

Find transitions from Locomotive Engineers Find transitions from Paving, Surfacing, and Tamping Equipment Operators