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Automation Risk Analysis

Will “Energy Services Manager” be Automated?

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AI Exposure Risk

50%

“Energy Services Manager” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 50% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

50%

“Energy Services Manager” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 50% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Wind Energy Operations Managers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Manage wind field operations, including personnel, maintenance activities, financial activities, and planning.

Job Title & Hierarchy Code (SOC) Wind Energy Operations Managers #11-9199.09
ℹ️

Data is based on the reference occupation: “Wind Energy Operations Managers”

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Core Skills & Abilities

  • Prepare wind field operational budgets.

  • Provide technical support to wind field customers, employees, or subcontractors.

  • Develop processes or procedures for wind operations, including transitioning from construction to commercial operations.

  • Manage warranty repair or replacement services.

  • 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.

  • Recruit or select wind operations employees, contractors, or subcontractors.

  • Review, negotiate, or approve wind farm contracts.

  • Monitor and maintain records of daily facility operations.

  • Establish goals, objectives, or priorities for wind field operations.

  • Maintain operations records, such as work orders, site inspection forms, or other documentation.

  • Track and maintain records for wind operations, such as site performance, downtime events, parts usage, or substation events.

  • 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.

  • Develop relationships and communicate with customers, site managers, developers, land owners, authorities, utility representatives, or residents.

  • Order parts, tools, or equipment needed to maintain, restore, or improve wind field operations.

Technologies & Software

  • Claude (Anthropic)
  • Fireflies.ai
  • Employee scheduling software
  • Web browser software
  • Motion (AI Scheduler)
  • Microsoft Excel
  • Computerized maintenance management system CMMS
  • Time and payroll management software
  • Microsoft Office software
  • Napkin AI
  • Oracle Enterprise Asset Management eAM
  • Gemini for Workspace
  • Computerized diagnostic software
  • Oracle Primavera Systems
  • Local area network LAN software
  • Supervisory control and data acquisition SCADA software
  • Microsoft Copilot
  • Web conferencing software
  • Gensuite
  • WebEx WebOffice
  • SAP software
  • Inventory control software
  • Gemini (Google)
  • Nova (Amazon)
  • IBM Lotus Notes
  • Kimi (Moonshot AI)
  • Microsoft Project
  • DeepSeek
  • Perplexity AI
  • Microsoft Word
  • Grok (xAI)
  • Microsoft PowerPoint
  • Mistral (Mistral AI)
  • Autodesk AutoCAD
  • Wide area network WAN software
  • Microsoft Outlook
  • Notion AI
  • ChatGPT (OpenAI)
  • Qwen (Alibaba)
  • Llama (Meta)
  • Otter.ai
  • Programmable logic controller PLC software
  • Programmable logic controllers PLC
  • Tower cranes
  • Safety glasses
  • Straight screwdrivers
  • Multi-line telephone systems
  • Mobile radios
  • Field forklifts
  • Infrared thermography cameras
  • Protective ear muffs
  • Laptop computers
  • Digital calipers
  • Hydraulic torque machines
  • Desktop computers
  • Megohmmeters
  • Laser facsimile machines
  • Adjustable wrenches
  • Rigging equipment
  • Adjustable widemouth pliers
  • Digital micrometers
  • Fall arrest systems
  • Recording anemometers
  • Voltage testers
  • Amp clamp meters
  • Personal computers
  • Digital oscilloscopes
  • Phillips head screwdrivers
  • Manual torque wrenches
  • Safety line evacuation kits
  • Lubricant oil sampling kits
  • Photocopying equipment
  • Hard hats
  • Vibration analyis equipment