Will AI replace Wind Energy Development Managers?

AI can do 65% of the work Wind Energy Development Managers do at least twice as fast. People already use it for 1 of their 15 tasks, while 11 more are ready but barely used so far. 3 still need a person.

AI is already doing this1 · 4% of time

People already use AI for these tasks in real work, based on Anthropic's analysis of how Claude is used.

  • Review or evaluate proposals or bids to make recommendations regarding awarding of contracts.Mostly automated4% of time

AI could do this next11 · 60% of time

AI can speed these up by at least half, but real use has not caught up yet. These are next in line.

  • Provide verbal or written project status reports to project teams, management, subcontractors, customers, or owners.8% of time
  • Manage site assessments or environmental studies for wind fields.7% of time
  • Update schedules, estimates, forecasts, or budgets for wind projects.7% of time
  • Manage wind project costs to stay within budget limits.7% of time
  • Prepare or assist in the preparation of applications for environmental, building, or other required permits.7% of time
  • Create wind energy project plans, including project scope, goals, tasks, resources, schedules, costs, contingencies, or other project information.7% of time
  • Review civil design, engineering, or construction technical documentation to ensure compliance with applicable government or industrial codes, standards, requirements, or regulations.4% of time
  • Provide technical support for the design, construction, or commissioning of wind farm projects.4% of time
  • Develop scope of work for wind project functions, such as design, site assessment, environmental studies, surveying, or field support services.4% of time
  • Prepare requests for proposals (RFPs) for wind project construction or equipment acquisition.3% of time
  • Prepare wind project documentation, including diagrams or layouts.3% of time

Still needs a person3 · 35% of time

No real AI use, no proven AI speedup and no robot that can do it yet. This is the part of the job to build on.

  • Coordinate or direct development, energy assessment, engineering, or construction activities to ensure that wind project needs and objectives are met.18% of time
  • Supervise the work of subcontractors or consultants to ensure quality and conformance to specifications or budgets.9% of time
  • Lead or support negotiations involving tax agreements or abatements, power purchase agreements, land use, or interconnection agreements.9% of time

Your week is not the average

Describe what you actually do and get a personal report: your own tasks, what AI can already do, what stays yours and a 90 day plan.

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What this means

AI can do most of this work faster, but a real part of the job still needs a person. Real use is still behind at 4 out of 100, so the change here is only getting started. The people who learn which tasks to hand off will pull ahead.

What to do next

  • Do the 1 task AI is already handling with AI yourself. Your peers already are, and it is quickly becoming the baseline.
  • Get ahead on the 11 tasks AI could do next. These move as tools improve, so learning them early pays off.
  • Build on the 3 tasks that stay human. This is where your judgment, skill and relationships matter most.
Regulatory Affairs Managers90%Compliance Managers69%Loss Prevention Managers55%Wind Energy Operations Managers51%Brownfield Redevelopment Specialists and Site Managers72%Property, Real Estate, and Community Association Managers66%

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