As of June 2026, Wind Energy Engineers has an AI-exposure score of 61/100 (Elevated exposure) on the AI-Safe Careers index, blending O*NET tasks, the Anthropic Economic Index, the Penn/OpenAI study, and BLS data. This is an estimate of task exposure, not a prediction of job loss.

AI Exposure Score for

Wind Energy Engineers

61/100
Elevated exposure
LowModerateElevatedHighVery High

More exposed than 69% of the roles we track. Median pay ~US$122,930. About 9,300 projected openings a year (BLS 2024–34 — growth plus replacement).

Pay & demand figures are US medians (BLS, in USD) — your local figures will differ. Your exposure score applies broadly.

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How you compare to similar Architecture & Engineering roles

Wind Energy Engineers (you)
61
Automotive Engineers
61
Bioengineers and Biomedical Engineers
61
Radio Frequency Identification Device Specialists
61
Petroleum Engineers
61
Aerospace Engineers
61
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Your tasks, by AI exposure

Automatable

No automatable tasks identified for this role — its real, individually-assessed tasks consistently read as augmentable (75%).

Augmentable
  • Develop specifications for wind technology components, such as gearboxes, blades, generators, frequency converters, or pad transformers.
  • Monitor wind farm construction to ensure compliance with regulatory standards or environmental requirements.
  • Perform root cause analysis on wind turbine tower component failures.
  • Write reports to document wind farm collector system test results.
  • Recommend process or infrastructure changes to improve wind turbine performance, reduce operational costs, or comply with regulations.
  • Test wind turbine components, using mechanical or electronic testing equipment.
  • Test wind turbine equipment to determine effects of stress or fatigue.
  • Analyze operation of wind farms or wind farm components to determine reliability, performance, and compliance with specifications.
  • Create or maintain wind farm layouts, schematics, or other visual documentation for wind farms.
  • Create models to optimize the layout of wind farm access roads, crane pads, crane paths, collection systems, substations, switchyards, or transmission lines.
  • Oversee the work activities of wind farm consultants or subcontractors.
  • Develop active control algorithms, electronics, software, electromechanical, or electrohydraulic systems for wind turbines.
Durable
  • Provide engineering technical support to designers of prototype wind turbines.
  • Investigate experimental wind turbines or wind turbine technologies for properties such as aerodynamics, production, noise, and load.
  • Direct balance of plant (BOP) construction, generator installation, testing, commissioning, or supervisory control and data acquisition (SCADA) to ensure compliance with specifications.
  • Design underground or overhead wind farm collector systems.

Safer adjacent roles

Wind Energy Development Managers
80% skills overlap · Elevated exposure · ~US$141,900
56
Solar Energy Systems Engineers
72% skills overlap · Elevated exposure · ~US$122,930
53
Energy Engineers, Except Wind and Solar
64% skills overlap · Elevated exposure · ~US$122,930
59
Aerospace Engineers
56% skills overlap · Elevated exposure · ~US$134,960
61
Electrical Engineer
48% skills overlap · Moderate exposure · ~US$106,000
48
Mechanical Engineer
40% skills overlap · Moderate exposure · ~US$96,310
48
Water/Wastewater Engineers
40% skills overlap · Elevated exposure · ~US$100,840
58
Civil Engineer
40% skills overlap · Moderate exposure · ~US$89,940
46

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Important: This is an estimate of AI exposure, not a prediction that your job will disappear. It is designed to help you understand how your role may change and improve your career resilience.