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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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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