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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

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

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

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

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

  • 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).

  • Install and maintain geothermal plant electrical protection equipment.

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

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

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

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

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

  • Backfill piping trenches to protect pipes from damage.

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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