Will AI replace Wind Energy Development Managers?

What this score means

Wind Energy Development Managers leans toward the safer end for Management. Parts of the role touch tasks AI is getting good at, but the core still depends on hands-on work or judgment that resists automation. At 39 out of 100 it sits close to the Management average of 38. Across the 4 sources behind this baseline, individual estimates run from 25 to 53, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Wind Energy Development Managers, most central first, showing 12 of 15.

• 01Coordinate or direct development, energy assessment, engineering, or construction activities to ensure that wind project needs and objectives are met.
• 02Manage wind project costs to stay within budget limits.
• 03Lead or support negotiations involving tax agreements or abatements, power purchase agreements, land use, or interconnection agreements.
• 04Create wind energy project plans, including project scope, goals, tasks, resources, schedules, costs, contingencies, or other project information.
• 05Supervise the work of subcontractors or consultants to ensure quality and conformance to specifications or budgets.
• 06Develop scope of work for wind project functions, such as design, site assessment, environmental studies, surveying, or field support services.
• 07Provide verbal or written project status reports to project teams, management, subcontractors, customers, or owners.
• 08Update schedules, estimates, forecasts, or budgets for wind projects.
• 09Prepare or assist in the preparation of applications for environmental, building, or other required permits.
• 10Review or evaluate proposals or bids to make recommendations regarding awarding of contracts.
• 11Manage site assessments or environmental studies for wind fields.
• 12Prepare wind project documentation, including diagrams or layouts.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 4 research sources that scored Wind Energy Development Managers for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

• 01Anthropic Economic Index 2026 - AI Task Exposure · 2026
• 02Generative AI and Jobs: A Refined Global Index of Occupational Exposure · 2025
• 03GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024
• 04AI Occupational Exposure to Language Modeling · 2023

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