Wind Energy Engineers vs Electrical Engineers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Wind Energy Engineers

65 shared · 16 different

core competencies

medium risk

Electrical Engineers

Side-by-Side Comparison

Wind Energy Engineers leads 4–1

Metric	Wind Energy Engineers	Electrical Engineers
Risk Score	33.3%	34.3%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	58th	63th
Tasks at Risk (>50%)	10 / 15	7 / 15
Median Salary	$117,750	$111,910
Employment	151K	189K

Skill Comparison

Sorted by largest difference

Building and Construction

Physics

Provide Consultation and Advice to Others

Developing and Building Teams

Identifying Objects, Actions, and Events

Public Safety and Security

Administration and Management

Law and Government

Customer and Personal Service

Thinking Creatively

English Language

Problem Sensitivity

Protective Factors

Higher values indicate stronger protection against AI displacement

Wind Energy Engineers

30%

total discount

Electrical Engineers

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Electrical Engineers

7 of 15 at risk

86%Compile data and write reports regarding existing or potential electrical engineering studies or projects.

80%Perform detailed calculations to compute and establish manufacturing, construction, or installation standards or specifications.

74%Inspect completed installations and observe operations to ensure conformance to design and equipment specifications and compliance with operational, safety, or environmental standards.

71%Prepare technical drawings, specifications of electrical systems, or topographical maps to ensure that installation and operations conform to standards and customer requirements.

53%Plan layout of electric power generating plants or distribution lines or stations.

Wage Comparison

Electrical Engineers earns -$5,840(-5%) vs Wind Energy Engineers

Wind Energy EngineersElectrical Engineers

10th

$62,840$74,670

25th

$85,750$87,590

Median

$117,750$111,910

75th

$152,670$141,630

90th

$183,510$175,460

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Wind Energy Engineers2028–2035

Electrical Engineers2028–2035

20242030203520402045

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

Risk-Adjusted Salary

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

Wind Energy Engineers

$78,563

from $117,750

Electrical Engineers

$73,581

from $111,910

After adjusting for AI risk, Wind Energy Engineers offers $4,982 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Wind

Unique to Electrical

Combined Protection Strategy

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

Creativity

Regulatory Barriers

Fine Manipulation

Social Intelligence

Wind Energy EngineersElectrical Engineers

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