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Automation Risk Analysis

Will “Hydroelectric Machinery Mechanic” be Automated?

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AI Exposure Risk

54%

“Hydroelectric Machinery Mechanic” 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%

“Hydroelectric Machinery Mechanic” 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 hydroelectric plant equipment, such as turbines, pumps, valves, gates, fans, electric control boards, or battery banks.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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