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Automation Risk Analysis

Will “Plant Operations Worker” be Automated?

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AI Exposure Risk

54%

“Plant Operations Worker” 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 54% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

58%

“Plant Operations Worker” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 58% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Hydroelectric Plant Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Monitor and control activities associated with hydropower generation. Operate plant equipment, such as turbines, pumps, valves, gates, fans, electric control boards, and battery banks. Monitor equipment operation and performance and make necessary adjustments to ensure optimal performance. Perform equipment maintenance and repair as necessary.

Job Title & Hierarchy Code (SOC) Hydroelectric Plant Technicians #51-8013.04
ℹ️

Data is based on the reference occupation: “Hydroelectric Plant Technicians”

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Core Skills & Abilities

  • Operate high voltage switches or related devices in hydropower stations.

  • Splice or terminate cables or electrical wiring in hydroelectric plants.

  • Maintain or repair hydroelectric plant electrical, mechanical, or electronic equipment, such as motors, transformers, voltage regulators, generators, relays, battery systems, air compressors, sump pumps, gates, or valves.

  • Perform tunnel or field inspections of hydroelectric plant facilities or resources.

  • Change oil, hydraulic fluid, or other lubricants to maintain condition of hydroelectric plant equipment.

  • Connect metal parts or components in hydroelectric plants by welding, soldering, riveting, tapping, bolting, bonding, or screwing.

  • Communicate status of hydroelectric operating equipment to dispatchers or supervisors.

  • Operate hydroelectric plant equipment, such as turbines, pumps, valves, gates, fans, electric control boards, or battery banks.

  • Inspect water-powered electric generators or auxiliary equipment in hydroelectric plants to verify proper operation or to determine maintenance or repair needs.

  • Take readings and record data, such as water levels, temperatures, or flow rates.

  • Monitor hydroelectric power plant equipment operation and performance, adjusting to performance specifications, as necessary.

  • Start, adjust, or stop generating units, operating valves, gates, or auxiliary equipment in hydroelectric power generating plants.

  • Identify or address malfunctions of hydroelectric plant operational equipment, such as generators, transformers, or turbines.

  • Maintain logs, reports, work requests, or other records of work performed in hydroelectric plants.

  • Erect scaffolds, platforms, or hoisting frames to access hydroelectric plant machinery or infrastructure for repair or replacement.

  • Install or calibrate electrical or mechanical equipment, such as motors, engines, switchboards, relays, switch gears, meters, pumps, hydraulics, or flood channels.

  • Perform preventive or corrective containment or cleanup measures in hydroelectric plants to prevent environmental contamination.

  • Implement load or switching orders in hydroelectric plants, in accordance with specifications or instructions.

  • Cut, bend, or shape metal for applications in hydroelectric plants, using equipment such as hydraulic benders or pipe threaders.

  • Test and repair or replace electrical equipment, such as circuit breakers, station batteries, cable trays, conduits, or control devices.

  • Lift and move loads, using cranes, hoists, and rigging, to install or repair hydroelectric system equipment or infrastructure.

Technologies & Software

  • Nova (Amazon)
  • Web browser software
  • Distributed control system DCS
  • Siemens Industrial AI
  • Cognex Vision AI
  • Claude (Anthropic)
  • Llama (Meta)
  • ABB AI Robotics
  • Kimi (Moonshot AI)
  • Supervisory control and data acquisition SCADA software
  • Qwen (Alibaba)
  • Microsoft Excel
  • Gemini (Google)
  • Rockwell Automation AI
  • ChatGPT (OpenAI)
  • Microsoft Word
  • Microsoft Office software
  • Mistral (Mistral AI)
  • DeepSeek
  • Microsoft Outlook
  • IBM Lotus Notes
  • Grok (xAI)
  • Computerized maintenance management system CMMS
  • Sight Machine AI
  • Wire cutters
  • Protective ear muffs
  • Digital multimeters
  • Wire strippers
  • Phillips head screwdrivers
  • Power saws
  • Adjustable hand wrenches
  • Laptop computers
  • Programmable logic controllers PLC
  • Staging equipment
  • Drill presses
  • Water flow meters
  • Workshop cranes
  • Grease guns
  • Power grinders
  • Straight screwdrivers
  • Water pressure gauges
  • Forklifts
  • Ratchet sets
  • Scaffolding
  • Protective respirators
  • Turning lathes
  • Socket wrench sets
  • Channel lock pliers
  • Portable welding equipment
  • Clamp-on ammeters
  • Claw hammers
  • Personal computers
  • Level probes
  • Hydroelectric generating units
  • Water temperature gauges
  • Steam turbines
  • Combustion turbines
  • Cordless drills
  • Desktop computers
  • Mobile radios