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Automation Risk Analysis

Will “Plant Mechanic” be Automated?

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AI Exposure Risk

54%

“Plant 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%

“Plant 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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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