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Automation Risk Analysis

Will “Distribution Field Technician” be Automated?

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AI Exposure Risk

37%

“Distribution Field 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%

“Distribution Field 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

  • 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.

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

  • 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, 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 plant electrical protection equipment.

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

  • Install and maintain geothermal system instrumentation or controls.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

  • Backfill piping trenches to protect pipes from damage.

Technologies & Software

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