Wind Energy Operations Managers
Manage wind field operations, including personnel, maintenance activities, financial activities, and planning.
AI Impact Summary
Wind Energy Operations Managers faces moderate AI displacement risk with a score of 32/100. This occupation has higher AI displacement risk than 53% of all analyzed occupations. Of 16 analyzed tasks, 4 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Wind Energy Operations Managers skill gaps, ranked by relevance to your displacement risk profile.
Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.
Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Cybersecurity Fundamentals Path
by Pluralsight
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.
Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
16 tasks analyzed
Track and maintain records for wind operations, such as site performance, downtime events, parts usage, or substation events.
Oversee the maintenance of wind field equipment or structures, such as towers, transformers, electrical collector systems, roadways, or other site assets.
Supervise employees or subcontractors to ensure quality of work or adherence to safety regulations or policies.
Develop relationships and communicate with customers, site managers, developers, land owners, authorities, utility representatives, or residents.
Maintain operations records, such as work orders, site inspection forms, or other documentation.
Establish goals, objectives, or priorities for wind field operations.
Monitor and maintain records of daily facility operations.
Prepare wind field operational budgets.
Train or coordinate the training of employees in operations, safety, environmental issues, or technical issues.
Estimate costs associated with operations, including repairs or preventive maintenance.
Review, negotiate, or approve wind farm contracts.
Manage warranty repair or replacement services.
Recruit or select wind operations employees, contractors, or subcontractors.
Order parts, tools, or equipment needed to maintain, restore, or improve wind field operations.
Develop processes or procedures for wind operations, including transitioning from construction to commercial operations.
Provide technical support to wind field customers, employees, or subcontractors.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Track and maintain records for wind operations, such as site performance, downtime events, parts usage, or substation events. | 92Estimated | 86.0% | 8% | |
| Oversee the maintenance of wind field equipment or structures, such as towers, transformers, electrical collector systems, roadways, or other site assets. | 50Estimated | 47.0% | 10% | |
| Supervise employees or subcontractors to ensure quality of work or adherence to safety regulations or policies. | 30Estimated | 27.0% | 10% | |
| Develop relationships and communicate with customers, site managers, developers, land owners, authorities, utility representatives, or residents. | 45.75Observed | 33.3% | 8% | |
| Maintain operations records, such as work orders, site inspection forms, or other documentation. | 95Estimated | 87.2% | 6% | |
| Establish goals, objectives, or priorities for wind field operations. | 40Estimated | 43.0% | 5% | |
| Monitor and maintain records of daily facility operations. | 92Estimated | 86.0% | 6% | |
| Prepare wind field operational budgets. | 60Estimated | 51.0% | 5% | |
| Train or coordinate the training of employees in operations, safety, environmental issues, or technical issues. | 35Estimated | 29.0% | 6% | |
| Estimate costs associated with operations, including repairs or preventive maintenance. | 65Estimated | 53.0% | 5% | |
| Review, negotiate, or approve wind farm contracts. | 40Estimated | 31.0% | 5% | |
| Manage warranty repair or replacement services. | 39.12Observed | 42.7% | 5% | |
| Recruit or select wind operations employees, contractors, or subcontractors. | 35Estimated | 29.0% | 4% | |
| Order parts, tools, or equipment needed to maintain, restore, or improve wind field operations. | 90Estimated | 85.2% | 5% | |
| Develop processes or procedures for wind operations, including transitioning from construction to commercial operations. | 50Estimated | 47.0% | 6% | |
| Provide technical support to wind field customers, employees, or subcontractors. | 60Estimated | 51.0% | 6% |
Protective Factors
Total protective discount: 32.9%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$136,550
per year
Mean Wage
$149,890
per year
Employment
631K
workers
Wage Range
$68,860 - $227,590
10th - 90th pct
Wage Distribution
Explore other career paths
Compare displacement risk across occupations and find careers with stronger long-term prospects.
Recommendations
Skills to Develop
These skills are at risk from AI automation. Wind Energy Operations 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
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- 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.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
- Persuasion
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination 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.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- 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.
- Active Learning
Active Learning 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.
Score History
Risk score over 3 scoring runs
overall change