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Wind Turbine Service Technicians

Inspect, diagnose, adjust, or repair wind turbines. Perform maintenance on wind turbine equipment including resolving electrical, mechanical, and hydraulic malfunctions.

9,980 people do this job in the US. $64,120 a year.

now
6%

of the working time. Estimate.

Kinds of work
  • 7%
  • 5%
  • 88%
0%

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: 7% 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, 6%. Today's estimate: 7%.

0%5%10%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: 1% within reachGemini 3 Pro, November 2025: 2% within reachClaude Opus 4.5, November 2025: 2% within reachGPT-5.2, December 2025: 2% within reachClaude Opus 4.6, February 2026: 2% within reachClaude Mythos Preview (early), April 2026: 6% within reachToday (estimate), September 2026: 7% 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 . 12 tasks from .

TaskKind
Perform routine maintenance on wind turbine equipment, underground transmission systems, wind fields substations, or fiber optic sensing and control systems.Done daily by most who do it. 23%5 h1.7 h to 1 work dayStays with people
Troubleshoot or repair mechanical, hydraulic, or electrical malfunctions related to variable pitch systems, variable speed control systems, converter systems, or related components.Done daily by most who do it. 22%3.3 h1.7 h to 6.7 hStays with people
Diagnose problems involving wind turbine generators or control systems.Done daily by most who do it. 12%2.5 h1.3 h to 5 hStays with people
Climb wind turbine towers to inspect, maintain, or repair equipment.Done several times a day by most who do it. 10%1.7 h50 min to 3.3 hStays with people
Test structures, controls, or mechanical, hydraulic, or electrical systems, according to test plans or in coordination with engineers.Done daily by most who do it. 9%2.5 h1.3 h to 6.7 hStays with people
Test electrical components of wind systems with devices, such as voltage testers, multimeters, oscilloscopes, infrared testers, or fiber optic equipment.Done daily by most who do it. 6%1.3 h25 min to 2.5 hStays with people
Train end-users, distributors, installers, or other technicians in wind commissioning, testing, or other technical procedures.Done daily by most who do it. 5%3.3 h1.7 h to 1.7 work daysStays with people
Maintain tool and spare parts inventories required for repair, installation, or replacement services.Done daily by most who do it. 4%1.3 h25 min to 3.3 hStays with people
Start or restart wind turbine generator systems to ensure proper operations.Done daily by most who do it. 4%38 min13 min to 1.7 h95%Half by now
Collect turbine data for testing or research and analysis.Done daily by most who do it. 3%1.7 h50 min to 3.3 h90%Half by now
Inspect or repair fiberglass turbine blades.Done more than yearly by most who do it.1%4.2 h1.7 h to 1.7 work daysStays with people
Assist in assembly of individual wind generators or construction of wind farms.Done yearly or less by most who do it.0.4%6.7 h3.3 h to 2.5 work daysStays with people

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.