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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

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

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

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

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

  • Backfill piping trenches to protect pipes from damage.

  • Integrate hot water heater systems with geothermal heat exchange 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.

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

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

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

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

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

  • 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.

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

  • Install and maintain geothermal system instrumentation or controls.

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

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

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

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

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

  • Install and maintain geothermal plant electrical protection equipment.

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

Technologies & Software

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