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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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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