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Automation Risk Analysis

Will “Distribution Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #355 of 702. Estimated risk: 64.0%

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AI Exposure Risk

59%

“Distribution Operator” 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 59% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

40%

“Distribution Operator” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 40% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Power Distributors and Dispatchers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Coordinate, regulate, or distribute electricity or steam.

Avg. Annual Salary $109,620
Avg. Hourly Wage $52.70
Available Jobs (US) 9,180
Job Title & Hierarchy Code (SOC) Power Distributors and Dispatchers #51-8012
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Power Distributors and Dispatchers”

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Core Skills & Abilities

  • Manipulate controls to adjust or activate power distribution equipment or machines.

  • Respond to emergencies, such as transformer or transmission line failures, and route current around affected areas.

  • Prepare switching orders that will isolate work areas without causing power outages, referring to drawings of power systems.

  • Control, monitor, or operate equipment that regulates or distributes electricity or steam, using data obtained from instruments or computers.

  • Record and compile operational data, such as chart or meter readings, power demands, or usage and operating times, using transmission system maps.

  • Inspect equipment to ensure that specifications are met or to detect any defects.

  • Tend auxiliary equipment used in the power distribution process.

  • Implement energy schedules, including real-time transmission reservations or schedules.

  • Distribute or regulate the flow of power between entities, such as generating stations, substations, distribution lines, or users, keeping track of the status of circuits or connections.

  • Track conditions that could affect power needs, such as changes in the weather, and adjust equipment to meet any anticipated changes.

  • Coordinate with engineers, planners, field personnel, or other utility workers to provide information such as clearances, switching orders, or distribution process changes.

  • Direct personnel engaged in controlling or operating distribution equipment or machinery, such as instructing control room operators to start boilers or generators.

  • Calculate load estimates or equipment requirements to determine required control settings.

  • Monitor and record switchboard or control board readings to ensure that electrical or steam distribution equipment is operating properly.

Technologies & Software

  • Telvent Responder Outage Management System OMS
  • Gemini (Google)
  • Substation monitoring system software
  • Wide area monitoring system WAMS software
  • Microsoft PowerPoint
  • Outage management system OMS
  • Cognex Vision AI
  • ABB AI Robotics
  • Sight Machine AI
  • ABB PSGuard
  • DeepSeek
  • Rockwell Automation AI
  • Siemens Energy and Automation
  • Microsoft Access
  • Distribution management system DMS
  • Substation automation system software
  • Microsoft Outlook
  • Mistral (Mistral AI)
  • Kimi (Moonshot AI)
  • Grok (xAI)
  • Supervisory control and data acquisition SCADA software
  • OSI monarch/SGP
  • Microsoft Office software
  • Geographic information system GIS software
  • Siemens Spectrum Power TG
  • Qwen (Alibaba)
  • Radius NetMan
  • Microsoft Excel
  • Nova (Amazon)
  • Siemens Industrial AI
  • ABB MicroSCADA Pro DMS
  • Siemens Spectrum PowerCC Distribution Management
  • Distribution automation system software
  • Llama (Meta)
  • ChatGPT (OpenAI)
  • Wide area remote control system software
  • Radius Uni-View
  • Catapult Software iPower SCADA
  • SAP software
  • Claude (Anthropic)
  • ABB MicroSCADA Pro SYS
  • Microsoft Word
  • Milsoft DisSPatch
  • Energy management system EMS
  • Multi-metering switchboards
  • Panelboards
  • Panelboard switches
  • Integrated power system switchboards
  • Mainframe computers