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Automation Risk Analysis

Will “Plant Mechanic” be Automated?

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AI Exposure Risk

37%

“Plant Mechanic” will probably not 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 37% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

59%

“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 59% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Geothermal Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Perform technical activities at power plants or individual installations necessary for the generation of power from geothermal energy sources. Monitor and control operating activities at geothermal power generation facilities and perform maintenance and repairs as necessary. Install, test, and maintain residential and commercial geothermal heat pumps.

Job Title & Hierarchy Code (SOC) Geothermal Technicians #49-9099.01
ℹ️

Data is based on the reference occupation: “Geothermal Technicians”

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Core Skills & Abilities

  • Identify equipment options, such as compressors, and make appropriate selections.

  • Prepare and maintain logs, reports, or other documentation of work performed.

  • Dig trenches for system piping to appropriate depths and lay piping in trenches.

  • Operate equipment, such as excavators, backhoes, rock hammers, trench compactors, pavement saws, grout mixers or pumps, geothermal loop reels, and coil tubing units (CTU).

  • Install and maintain geothermal system instrumentation or controls.

  • Apply coatings or operate systems to mitigate corrosion of geothermal plant equipment or structures.

  • Install, maintain, or repair ground or water source-coupled heat pumps to heat and cool residential or commercial building air or water.

  • Adjust power production systems to meet load and distribution demands.

  • Design and lay out geothermal heat systems according to property characteristics, heating and cooling requirements, piping and equipment requirements, applicable regulations, or other factors.

  • Weld piping, such as high density polyethylene (HDPE) piping, using techniques such as butt, socket, side-wall, and electro-fusion welding.

  • Maintain, calibrate, or repair plant instrumentation, control, and electronic devices in geothermal plants.

  • Determine whether emergency or auxiliary systems will be needed to keep properties heated or cooled in extreme weather conditions.

  • Monitor and adjust operations of geothermal power plant equipment or systems.

  • Prepare newly installed geothermal heat systems for operation by flushing, purging, or other actions.

  • Install and maintain geothermal plant electrical protection equipment.

  • Calculate heat loss and heat gain factors for residential properties to determine heating and cooling required by installed geothermal systems.

  • Test water sources for factors, such as flow volume and contaminant presence.

  • Maintain electrical switchgear, process controls, transmitters, gauges, and control equipment in accordance with geothermal plant procedures.

  • Collect and record data associated with operating geothermal power plants or well fields.

  • Integrate hot water heater systems with geothermal heat exchange systems.

  • Backfill piping trenches to protect pipes from damage.

  • Determine the type of geothermal loop system most suitable to a specific property and its heating and cooling needs.

  • Perform pre- and post-installation pressure, flow, and related tests of vertical and horizontal geothermal loop piping.

  • Identify and correct malfunctions of geothermal plant equipment, electrical systems, instrumentation, or controls.

Technologies & Software

  • ServiceMax AI
  • Microsoft Office software
  • Autodesk AutoCAD
  • ChatGPT (OpenAI)
  • Email software
  • WaterFurnace International Ground Loop Design PREMIER
  • Distributed control system DCS
  • Microsoft Excel
  • SAP software
  • ClimateMaster GeoDesigner
  • Microsoft Outlook
  • Thermal Dynamics Ground Loop Design GLD
  • Augury (Predictive Maintenance)
  • Uptake AI
  • Perplexity AI
  • Geothermal Properties Measurement Tool
  • Microsoft Word
  • Geographic information system GIS systems
  • Personal computers
  • Depth meters
  • Adjustable pipe wrenches
  • Grout pumps
  • Channel lock pliers
  • Tracked excavators
  • Programmable logic controllers PLC
  • Coil tubing units
  • Alignment clamps
  • Butt fusion machines
  • Protective respirators
  • Ratchet sets
  • Air wrenches
  • Trench compacters
  • Desktop computers
  • Pipe cutters
  • Pyrometers
  • Valve wrenches
  • Portable welding equipment
  • Phillips head screwdrivers
  • Wire strippers
  • Pavement saws
  • Adjustable hand wrenches
  • Well drilling rigs
  • Air monitoring equipment
  • Grout mixers
  • Deburring tools
  • Pipe squeeze off tools
  • Wire cutters
  • Safety gloves
  • Socket wrench sets
  • Safety glasses
  • Straight screwdrivers
  • Laptop computers
  • Claw hammers