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AI Job Risk

Occupation baseline · Research consensus

Will AI replace Wind Energy Development Managers?

Transitioning

Baseline AI displacement risk for Wind Energy Development Managers, aggregated from 6 research sources.

What this score means

Wind Energy Development Managers sits in the middle of the exposure range for Management. Routine parts of the job are starting to automate, but much of it still depends on judgment, relationships, and context that today's models handle poorly. At 40 out of 100 it scores 3 points above the Management average of 37. Across the 6 sources behind this baseline, individual estimates run from 30 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 6 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.

Common questions

How likely is AI to replace Wind Energy Development Managers?
Published research puts Wind Energy Development Managers at 40 out of 100 for AI displacement risk, in the transitioning band. The number is a weighted consensus of 6 research sources and describes the typical version of the role, not any individual.
Do researchers agree on the risk for Wind Energy Development Managers?
Only partly. Individual estimates for Wind Energy Development Managers run from 30 to 53 out of 100 across the 6 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
Which management roles face similar AI exposure?
The closest published management roles to Wind Energy Development Managers by score are Personal Service Managers, All Other (40/100), Clinical Research Coordinators (41/100), and Compliance Managers (41/100). Each has its own page with the research behind its number.

Also covers

Business Development Director · Business Development Manager · Development Director · Development Manager · Energy Director · Energy Project Director · Environmental Projects Advisor · Project Development Leader and related titles

Estimated displacement window

The dated estimate for this role is included in the full personalised report.

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Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.