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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

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

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

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

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

  • 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.

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

  • 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.

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

  • Backfill piping trenches to protect pipes from damage.

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

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

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

  • 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.

  • Install and maintain geothermal plant electrical protection equipment.

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

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

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

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

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

  • Install and maintain geothermal system instrumentation or controls.

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

Technologies & Software

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