Wind Energy Operations Managers
SOC: 11-9199.09 · Job Zone 4 (Considerable preparation)
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 36/100. Significant displacement is estimated between 2041 and 2051. Of 16 analyzed tasks, 4 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: 26.3%
Skill 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 (7)
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.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (5)
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.
- 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.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Negotiation
Negotiation 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.
- 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.
- Systems Analysis
Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Task Breakdown
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.
Manage warranty repair or replacement services.
Review, negotiate, or approve wind farm contracts.
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 | Category | AI Capability | Risk Score | Time % |
|---|---|---|---|---|
| Track and maintain records for wind operations, such as site performance, downtime events, parts usage, or substation events. | Routine Cognitive | 90 | 85.2 | 8% |
| Oversee the maintenance of wind field equipment or structures, such as towers, transformers, electrical collector systems, roadways, or other site assets. | Non-Routine Analytical | 60 | 51.0 | 10% |
| Supervise employees or subcontractors to ensure quality of work or adherence to safety regulations or policies. | Non-Routine Interpersonal | 20 | 23.0 | 12% |
| Develop relationships and communicate with customers, site managers, developers, land owners, authorities, utility representatives, or residents. | Non-Routine Interpersonal | 15 | 21.0 | 10% |
| Maintain operations records, such as work orders, site inspection forms, or other documentation. | Routine Cognitive | 90 | 85.2 | 5% |
| Establish goals, objectives, or priorities for wind field operations. | Non-Routine Analytical | 50 | 47.0 | 5% |
| Monitor and maintain records of daily facility operations. | Routine Cognitive | 90 | 85.2 | 5% |
| Prepare wind field operational budgets. | Non-Routine Analytical | 65 | 53.0 | 5% |
| Train or coordinate the training of employees in operations, safety, environmental issues, or technical issues. | Non-Routine Interpersonal | 30 | 27.0 | 5% |
| Estimate costs associated with operations, including repairs or preventive maintenance. | Non-Routine Analytical | 70 | 55.0 | 5% |
| Manage warranty repair or replacement services. | Non-Routine Analytical | 60 | 51.0 | 5% |
| Review, negotiate, or approve wind farm contracts. | Non-Routine Interpersonal | 30 | 27.0 | 5% |
| Recruit or select wind operations employees, contractors, or subcontractors. | Non-Routine Interpersonal | 30 | 27.0 | 5% |
| Order parts, tools, or equipment needed to maintain, restore, or improve wind field operations. | Routine Cognitive | 90 | 85.2 | 5% |
| Develop processes or procedures for wind operations, including transitioning from construction to commercial operations. | Non-Routine Analytical | 60 | 51.0 | 5% |
| Provide technical support to wind field customers, employees, or subcontractors. | Non-Routine Analytical | 70 | 55.0 | 5% |
Community Assessment
Do you agree with this risk score?
Explore other career paths
Compare displacement risk across occupations and find careers with stronger long-term prospects.