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Wind Energy Operations Managers

Wind Energy Operations Managers score 44 out of 100, which is elevated exposure to AI. That ranks #359 of 923 US occupations, where #1 is the most exposed. Of the 16 tasks in this job, AI could speed up 1 on its own and 12 more with extra software built on top of it. None of its tasks showed up in real AI use in April–May 2026.

44/ 100
Elevated
Rank
#359of 923 jobs
US workers
622,190for Managers, All Other
Median pay
$141,900a year
In real AI use
0 of 16tasks, April–May 2026

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

  • AI can speed this up on its own: 1 (6%)
  • AI can speed this up with extra software: 12 (75%)
  • Little or no AI speed-up: 3 (19%)
  • Maintain operations records, such as work orders, site inspection forms, or other documentation.AI can speed this up on its own · core task
  • Train or coordinate the training of employees in operations, safety, environmental issues, or technical issues.AI can speed this up with extra software · core task
  • Track and maintain records for wind operations, such as site performance, downtime events, parts usage, or substation events.AI can speed this up with extra software · core task
  • Prepare wind field operational budgets.AI can speed this up with extra software · core task
  • Recruit or select wind operations employees, contractors, or subcontractors.AI can speed this up with extra software · core task
  • Provide technical support to wind field customers, employees, or subcontractors.AI can speed this up with extra software · core task
  • Estimate costs associated with operations, including repairs or preventive maintenance.AI can speed this up with extra software · core task
  • Monitor and maintain records of daily facility operations.AI can speed this up with extra software · core task
  • Establish goals, objectives, or priorities for wind field operations.AI can speed this up with extra software · core task
  • Order parts, tools, or equipment needed to maintain, restore, or improve wind field operations.AI can speed this up with extra software · core task
  • Review, negotiate, or approve wind farm contracts.AI can speed this up with extra software · core task
  • Manage warranty repair or replacement services.AI can speed this up with extra software · core task
  • Develop processes or procedures for wind operations, including transitioning from construction to commercial operations.AI can speed this up with extra software · core task
  • Supervise employees or subcontractors to ensure quality of work or adherence to safety regulations or policies.Little or no AI speed-up · core task
  • Oversee the maintenance of wind field equipment or structures, such as towers, transformers, electrical collector systems, roadways, or other site assets.Little or no AI speed-up · core task
  • Develop relationships and communicate with customers, site managers, developers, land owners, authorities, utility representatives, or residents.Little or no AI speed-up · core task
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Questions about wind energy operations managers and AI

Will AI replace wind energy operations managers?

Not entirely. Parts of the job are likely to change as AI takes over routine tasks. Wind Energy Operations Managers score 44 out of 100 (elevated exposure), #359 of 923 US jobs. AI could speed up 13 of the job's 16 tasks, 1 of them on its own, while 3 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which wind energy operations managers tasks can AI do?

The most exposed tasks include "Maintain operations records, such as work orders, site inspection forms, or other documentation".

Which wind energy operations managers tasks are hardest for AI?

Tasks with little or no AI speed-up include "Supervise employees or subcontractors to ensure quality of work or adherence to safety regulations or policies"; "Oversee the maintenance of wind field equipment or structures, such as towers, transformers, electrical collector systems, roadways, or other site assets"; "Develop relationships and communicate with customers, site managers, developers, land owners, authorities, utility representatives, or residents".

Are people already using AI for this work?

Not much yet. None of the job's tasks showed up in real conversations with Claude in April–May 2026, according to the Anthropic Economic Index.

How many people work as wind energy operations managers, and what do they earn?

About 622,190 people in the US (figure for Managers, All Other), with median pay of $141,900 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.

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