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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

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

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

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

  • Backfill piping trenches to protect pipes from damage.

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

  • Install and maintain geothermal system instrumentation or controls.

  • 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.

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

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

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

  • 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.

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

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

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

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

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

  • 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.

  • Install and maintain geothermal plant electrical protection equipment.

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

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

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

Technologies & Software

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