Wind Energy Operations Managers

Most exposed tasks

Highest structured exposure values in this role’s task mix — the work AI systems can already do most of.

• Maintain operations records, such as work orders, site inspection forms, or other documentation.70
• Track and maintain records for wind operations, such as site performance, downtime events, parts usage, or substation events.65
• Monitor and maintain records of daily facility operations.65

Augmentable tasks

Work where AI assists rather than replaces — the productivity frontier of this role.

• Prepare wind field operational budgets.55
• Estimate costs associated with operations, including repairs or preventive maintenance.55
• Order parts, tools, or equipment needed to maintain, restore, or improve wind field operations.55

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

• Supervise employees or subcontractors to ensure quality of work or adherence to safety regulations or policies.25
• Oversee the maintenance of wind field equipment or structures, such as towers, transformers, electrical collector systems, roadways, or other site assets.25
• Develop relationships and communicate with customers, site managers, developers, land owners, authorities, utility representatives, or residents.25

Task exposure values and classifications are published, versioned estimates audited against the anchored rubric. This page reads them from the data release rather than generating them at request time. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 45 puts Wind Energy Operations Managers in the most-exposed quarter of analyzed occupations. In practice, exposure this high is about the mix: 3 of 16 analyzed tasks lean automatable, 9 augmentable, and 4 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

Lower-exposure adjacent roles

Shown only when the target is at least 10 points lower under the same score version and skill overlap is at least 50%. These are adjacent roles with lower task exposure — not guaranteed “safe careers”.

Labor-market context

• $141,900median wage
• 622,190employed
• 106,700annual openings
• +4.5%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Related roles

Adjacent by skills or family — no exposure claim implied.

• Wind Energy Development Managers 45
• Wind Energy Engineers 38
• Geothermal Production Managers 35
• Biomass Power Plant Managers 36
• Energy Engineers, Except Wind and Solar 46
• Biofuels Production Managers 33

How this score was calculated

FAQ — Wind Energy Operations Managers

Will AI replace Wind Energy Operations Managers?

This score cannot predict whether this occupation or any individual job will be replaced. It shows which tasks current and near-term AI can perform or accelerate, which tasks remain more durable, and where a worker can adapt. Employer decisions, demand, regulation, and how the role changes are outside the score.

What does a score of 45 mean for a Wind Energy Operations Managers?

It means that, weighted across the 16 tasks we analyzed for this role, the task mix sits at 45 on a 0–100 exposure scale — in the most-exposed quarter of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.

Which tasks in this role are most exposed to AI?

The highest-exposure tasks are: Maintain operations records, such as work orders, site inspection forms, or other documentation; Track and maintain records for wind operations, such as site performance, downtime events, parts usage, or substation events; Monitor and maintain records of daily facility operations. Exposure comes from the published, rubric-scored data release rather than being generated when you open this page.

Which parts of this job are most durable?

The most durable responsibilities are: 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. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.

Is this score personalized to me?

No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.