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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

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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