Resilient
Last Update: 10/7/2026
AI Resilience Score for Wind Energy Ops Managers:
69.8%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
High
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
High
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
There are a reasonable number of sources for this result, but there is some disagreement between them.
AI Resilience Report forWind Energy Operations Managers
$141,900 median salary•100,900 annual openings•SOC Code: 11-9199.09
Wind Energy Operations Managers are more resilient to AI impacts than most occupations, according to our analysis of 6 sources.
Wind Energy Operations Managers are labeled "Resilient" because the most important parts of this job, like negotiating with landowners, coordinating crews, and making judgment calls under pressure, require human skills that AI simply cannot replace on its own. AI is definitely changing the behind-the-scenes work, handling things like inspection reports, predictive maintenance alerts, and staffing predictions, but these tools assist the manager rather than take over the role entirely.
Learn more about how you can thrive in this position
This role is resilient
Wind Energy Operations Managers are labeled "Resilient" because the most important parts of this job, like negotiating with landowners, coordinating crews, and making judgment calls under pressure, require human skills that AI simply cannot replace on its own. AI is definitely changing the behind-the-scenes work, handling things like inspection reports, predictive maintenance alerts, and staffing predictions, but these tools assist the manager rather than take over the role entirely.
Read full analysisAnalysis of current AI resilience
Wind Energy Ops Managers
Updated quarterly
How can Wind Energy Ops Managers prepare for AI?
Latest AI news for Wind Energy Ops Managers
These articles provide valuable insights for aspiring Wind Energy Operations Managers in the age of AI. For instance, the article on AI's impact highlights that this role has only a 29% risk of being replaced, suggesting a resilient career path. Additionally, the piece on AI applications explains how machine learning can enhance wind forecasting and reduce environmental impacts, demonstrating how technology can bolster operational efficiency. Understanding these dynamics will empower students to embrace AI as a tool for advancement rather than a threat.
Will AI replace Wind Energy Operations Managers?
aijobscanner.com • 9/20/2026
Explore how AI may affect Wind Energy Operations Managers, including modeled task exposure, BLS median pay, employment outlook, vulnerable tasks, ...
Free AI Career Pivot Plan for Wind Energy Operations Managers
www.replacedbai.com • 9/20/2026
Wind Energy Operations Managers has a lower risk (29%) of AI replacement. Get a free personalized career pivot plan — AI-resistant job matches, ...
Application of Artificial Intelligence in Wind Power Systems
www.mdpi.com • 9/20/2026
by M Bošnjaković · 2025 · Cited by 66 — AI helps to reduce the impact on the environment, e.g., by reducing bird collisions, and improves wind energy forecasting, which is essential for balancing ...
How AI Can Help Make Wind Energy a Breeze
smith.queensu.ca • 9/20/2026
Nov 7, 2024 — Machine learning can help by using real-time data to predict wind approaches, reducing the number of LiDAR systems needed on a wind farm while ... Read more
AI assistant for wind energy companies — renewable energy
virtualworkforce.ai • 9/20/2026
Jan 18, 2026 — An AI assistant helps operations teams by interpreting sensor data, drafting reports and suggesting actions. It reduces manual triage and speeds ... Read more
More Career Info
Career: Wind Energy Operations Managers
They ensure wind farms run smoothly by overseeing maintenance, managing staff, and ensuring efficient energy production.
Parent Careers
Similar Careers
Employment & Wage Data
Median Wage
$141,900
Jobs (2025)
1,338,800
Growth (2025-35)
+4.9%
Annual Openings
100,900
Education
Bachelor's degree
Experience
Less than 5 years
Source: Bureau of Labor Statistics, Employment Projections 2025-2035
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Develop relationships and communicate with customers, site managers, developers, land owners, authorities, utility representatives, or residents.
2
Establish goals, objectives, or priorities for wind field operations.
3
Train or coordinate the training of employees in operations, safety, environmental issues, or technical issues.
4
Supervise employees or subcontractors to ensure quality of work or adherence to safety regulations or policies.
5
Oversee the maintenance of wind field equipment or structures, such as towers, transformers, electrical collector systems, roadways, or other site assets.
6
Review, negotiate, or approve wind farm contracts.
7
Develop processes or procedures for wind operations, including transitioning from construction to commercial operations.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.
