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Automation Risk Analysis

Will “Operations and Maintenance Technician (O and M Technician)” be Automated?

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AI Exposure Risk

37%

“Operations and Maintenance Technician (O and M Technician)” 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%

“Operations and Maintenance Technician (O and M Technician)” 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.

  • 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.

  • 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.

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

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

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

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

  • 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.

  • 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.

  • Install and maintain geothermal system instrumentation or controls.

  • Backfill piping trenches to protect pipes from damage.

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

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

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

  • 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.

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

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

  • Install and maintain geothermal plant electrical protection equipment.

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

Technologies & Software

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