AITakeover Tracker
40%medium risk

Wind Energy Project Managers

SOC: 11-9199.10 · Job Zone 4 (Considerable preparation)

Lead or manage the development and evaluation of potential wind energy business opportunities, including environmental studies, permitting, and proposals. May also manage construction of projects.

Medium RiskEst. full displacement: 20462076high confidence
Raw task score: 52.9Protective discount: 24.9%15 tasks scoredModel: v1.0_gemini-3-1-pro-preview_20260228

AI Impact Summary

Wind Energy Project Managers faces moderate AI displacement risk with a score of 40/100. Significant displacement is estimated between 2046 and 2076. Of 15 analyzed tasks, 5 are highly automatable, particularly in routine_cognitive. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Protective Factors

Total protective discount: 24.9%

Skill Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (7)

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (5)

Critical ThinkingWritingJudgment and Decision MakingActive LearningSystems Analysis

Recommendations

Skills to Develop

These skills are at risk from AI automation. Wind Energy Project Managers professionals should diversify beyond them.

  • Reading Comprehension

    High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Information Ordering

    High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Mathematics

    High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Memorization

    Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Coordination

    Coordination is AI-resistant — strengthening this skill provides durable career protection.

  • Social Perceptiveness

    Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

  • Negotiation

    Negotiation is AI-resistant — strengthening this skill provides durable career protection.

  • Complex Problem Solving

    Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

  • Persuasion

    Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Systems Analysis

    Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Task Breakdown

15 tasks analyzed

Coordinate or direct development, energy assessment, engineering, or construction activities to ensure that wind project needs and objectives are met.

Non-Routine InterpersonalAI: 20Risk: 23.0Time: 10%

Manage wind project costs to stay within budget limits.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 8%

Lead or support negotiations involving tax agreements or abatements, power purchase agreements, land use, or interconnection agreements.

Non-Routine InterpersonalAI: 15Risk: 21.0Time: 8%

Create wind energy project plans, including project scope, goals, tasks, resources, schedules, costs, contingencies, or other project information.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 10%

Supervise the work of subcontractors or consultants to ensure quality and conformance to specifications or budgets.

Non-Routine InterpersonalAI: 20Risk: 23.0Time: 8%

Develop scope of work for wind project functions, such as design, site assessment, environmental studies, surveying, or field support services.

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 7%

Provide verbal or written project status reports to project teams, management, subcontractors, customers, or owners.

Routine CognitiveAI: 85Risk: 83.2Time: 6%

Update schedules, estimates, forecasts, or budgets for wind projects.

Routine CognitiveAI: 85Risk: 83.2Time: 6%

Prepare or assist in the preparation of applications for environmental, building, or other required permits.

Routine CognitiveAI: 80Risk: 81.2Time: 5%

Review or evaluate proposals or bids to make recommendations regarding awarding of contracts.

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 6%

Manage site assessments or environmental studies for wind fields.

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 6%

Prepare wind project documentation, including diagrams or layouts.

Routine CognitiveAI: 85Risk: 83.2Time: 5%

Review civil design, engineering, or construction technical documentation to ensure compliance with applicable government or industrial codes, standards, requirements, or regulations.

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 6%

Prepare requests for proposals (RFPs) for wind project construction or equipment acquisition.

Routine CognitiveAI: 85Risk: 83.2Time: 5%

Provide technical support for the design, construction, or commissioning of wind farm projects.

Non-Routine AnalyticalAI: 50Risk: 47.0Time: 4%

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Career Planning

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