Marine Engineers vs Wind Energy Engineers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Marine Engineers

66 shared · 22 different

core competencies

medium risk

Wind Energy Engineers

Side-by-Side Comparison

Wind Energy Engineers leads 4–1

Metric	Marine Engineers	Wind Energy Engineers
Risk Score	33.5%	33.3%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	60th	58th
Tasks at Risk (>50%)	7 / 15	10 / 15
Median Salary	$105,670	$117,750
Employment	8K	151K

Skill Comparison

Sorted by largest difference

Computers and Electronics

Mechanical

Inspecting Equipment, Structures, or Material

Information OrderingAI-Vulnerable

Identifying Objects, Actions, and Events

Interacting With Computers

Operation Monitoring

Transportation

Monitor Processes, Materials, or Surroundings

Engineering and Technology

Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment

Category Flexibility

Protective Factors

Higher values indicate stronger protection against AI displacement

Marine Engineers

32%

total discount

Wind Energy Engineers

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Marine Engineers

7 of 15 at risk

86%Maintain records of engineering department activities, including expense records and details of equipment maintenance and repairs.

84%Procure materials needed to repair marine equipment and machinery.

78%Perform monitoring activities to ensure that ships comply with international regulations and standards for life-saving equipment and pollution preventatives.

76%Investigate and observe tests on machinery and equipment for compliance with standards.

70%Prepare technical reports for use by engineering, management, or sales personnel.

Wind Energy Engineers

10 of 15 at risk

80%Create or maintain wind farm layouts, schematics, or other visual documentation for wind farms.

76%Monitor wind farm construction to ensure compliance with regulatory standards or environmental requirements.

57%Estimate energy production by analyzing wind data.

55%Analyze meteorological data.

55%Create models to optimize the layout of wind farm access roads, crane pads, crane paths, collection systems, substations, switchyards, or transmission lines.

Wage Comparison

Wind Energy Engineers earns +$12,080(+11%) vs Marine Engineers

Marine EngineersWind Energy Engineers

10th

$79,700$62,840

25th

$88,480$85,750

Median

$105,670$117,750

75th

$133,780$152,670

90th

$167,660$183,510

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Marine Engineers2028–2035

Wind Energy Engineers2028–2035

20242030203520402045

Wind Energy Engineers has a longer runway before significant displacement, projected 0 years later than Marine Engineers.

Risk-Adjusted Salary

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

Marine Engineers

$70,218

from $105,670

Wind Energy Engineers

$78,563

from $117,750

After adjusting for AI risk, Wind Energy Engineers offers $8,345 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Marine

Unique to Wind

Combined Protection Strategy

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

Fine Manipulation

Creativity

Social Intelligence

Regulatory Barriers

Marine EngineersWind Energy Engineers

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