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Wind Energy Operations Managers

Manage wind field operations, including personnel, maintenance activities, financial activities, and planning.

$141,900 a year (for the broader BLS group this job sits in).

now
45%

of the working time. Estimate.

Kinds of work
  • 86%
  • 8%
  • 6%
7%

Measured, from Anthropic's usage data (2025). Counts help on part of a task.

Half the desk work within reach
Already

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 86% of the time
Chosen to Ceiling: the share
DateNow
NowEnd of 2030

What each choice means: , , , , . Every pace starts from .

At this date and pace, models finish tasks up to 4.4 h long four times in five.

How far this has come

With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 0%. With Claude Mythos Preview (early), measured in April 2026, 34%. Today's estimate: 45%.

0%25%50%2023202420252026GPT-4, March 2023: 0% within reachGPT-4 Turbo (Nov 2023), November 2023: 0% within reachGPT-4o, May 2024: 0% within reachClaude 3.5 Sonnet (June 2024), June 2024: 0% within reacho1-preview, September 2024: 0% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 0% within reacho1, December 2024: 0% within reachClaude 3.7 Sonnet, February 2025: 0% within reacho3, April 2025: 1% within reachGPT-5, August 2025: 2% within reachGemini 3 Pro, November 2025: 5% within reachClaude Opus 4.5, November 2025: 5% within reachGPT-5.2, December 2025: 8% within reachClaude Opus 4.6, February 2026: 9% within reachClaude Mythos Preview (early), April 2026: 34% within reachToday (estimate), September 2026: 45% within reach
Each step is a new best model measured by METR, four in five; the dashed end is today's estimate. Point at a dot for the model.

A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.

The tasks

Sorted by . 16 tasks from .

TaskKind
Develop processes or procedures for wind operations, including transitioning from construction to commercial operations.Done more than yearly by most who do it. 18%1 work day3.3 h to 4.2 work days5%Half by Oct 2027
Oversee the maintenance of wind field equipment or structures, such as towers, transformers, electrical collector systems, roadways, or other site assets.Done daily by most who do it. 17%2.5 h50 min to 6.7 h46%Half by Oct 2026
Establish goals, objectives, or priorities for wind field operations.Done more than yearly by most who do it. 9%3.3 h1.7 h to 6.7 h49%Half by now
Monitor and maintain records of daily facility operations.Done daily by most who do it. 8%1.3 h25 min to 2.5 h87%Half by now
Track and maintain records for wind operations, such as site performance, downtime events, parts usage, or substation events.Done daily by most who do it. 8%1.3 h25 min to 2.5 h87%Half by now
Supervise employees or subcontractors to ensure quality of work or adherence to safety regulations or policies.Done daily by most who do it. 6%1.3 h25 min to 3.3 hStays with people
Estimate costs associated with operations, including repairs or preventive maintenance.Done more than weekly by most who do it. 6%2.5 h50 min to 6.7 h46%Half by Oct 2026
Train or coordinate the training of employees in operations, safety, environmental issues, or technical issues.Done daily by most who do it. 5%2.5 h50 min to 6.7 hStays with people
Provide technical support to wind field customers, employees, or subcontractors.Done daily by most who do it. 4%1.3 h25 min to 3.3 h77%Half by now
Maintain operations records, such as work orders, site inspection forms, or other documentation.Done daily by most who do it. 4%50 min17 min to 1.7 h96%Half by now
Develop relationships and communicate with customers, site managers, developers, land owners, authorities, utility representatives, or residents.Done more than weekly by most who do it. 4%1.3 h25 min to 3.3 h77%Half by now
Manage warranty repair or replacement services.Done more than monthly by most who do it. 4%1.7 h50 min to 5 h76%Half by now

Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.

Jobs that share skills with this one

From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.

Where this job works

The industry groups that employ the most of it (BLS, May 2025). Counts are for the broader BLS group this job sits in.

Where the most of these jobs are

The metro areas with the most people in it (BLS, May 2025). Counts are for the broader BLS group this job sits in.