Ship Engineers vs Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Ship Engineers

41 shared · 32 different

core competencies

medium risk

Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation

Side-by-Side Comparison

Ship Engineers leads 5–0

Metric	Ship Engineers	Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation
Risk Score	28.0%	40.1%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	30th	81th
Tasks at Risk (>50%)	6 / 15	9 / 15
Median Salary	$101,320	$85,750
Employment	9K	23K

Skill Comparison

Sorted by largest difference

Repairing and Maintaining Mechanical Equipment

Monitor Processes, Materials, or Surroundings

Repairing and Maintaining Electronic Equipment

Controlling Machines and Processes

Handling and Moving Objects

Thinking Creatively

Repairing

MathematicsAI-Vulnerable

Judging the Qualities of Things, Services, or People

Engineering and Technology

Estimating the Quantifiable Characteristics of Products, Events, or Information

Organizing, Planning, and Prioritizing Work

Protective Factors

Higher values indicate stronger protection against AI displacement

Ship Engineers

30%

total discount

Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation

23%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Ship Engineers

6 of 15 at risk

87%Record orders for changes in ship speed or direction and note gauge readings or test data, such as revolutions per minute or voltage output, in engineering logs or bellbooks.

86%Monitor engine, machinery, or equipment indicators when vessels are underway and report abnormalities to appropriate shipboard staff.

86%Maintain complete records of engineering department activities, including machine operations.

85%Order and receive engine room stores, such as oil or spare parts, maintain inventories, and record usage of supplies.

77%Monitor the availability, use, or condition of lifesaving equipment or pollution preventatives to ensure that international regulations are followed.

Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation

9 of 15 at risk

89%Compare emissions findings with applicable emissions standards.

89%Identify emissions testing procedures and standards appropriate for the age and technology of vehicles.

87%Prepare reports on investigations or inspections and actions taken.

87%Monitor or review output from systems, such as Thermal Imaging Units (TIU) or roadside imaging tools, to identify high risk commercial motor vehicles for follow-up inspections.

86%Issue notices and recommend corrective actions when infractions or problems are found.

Wage Comparison

Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation earns -$15,570(-15%) vs Ship Engineers

Ship EngineersTransportation Vehicle, Equipment and Systems Inspectors, Except Aviation

10th

$56,620$40,090

25th

$71,720$58,650

Median

$101,320$85,750

75th

$130,380$105,020

90th

$162,370$137,120

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Ship Engineers2028–2035

Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation2028–2035

20242030203520402045

Ship Engineers has a longer runway before significant displacement, projected 0 years later than Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation.

Risk-Adjusted Salary

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

Ship Engineers

$72,950

from $101,320

Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation

$51,373

from $85,750

After adjusting for AI risk, Ship Engineers offers $21,578 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Ship

Unique to Transportation

Combined Protection Strategy

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

Creativity

Fine Manipulation

Regulatory Barriers

Social Intelligence

Ship EngineersTransportation Vehicle, Equipment and Systems Inspectors, Except Aviation

Find transitions from Ship Engineers Find transitions from Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation