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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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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