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Automation Risk Analysis

Will “Field Distribution Technician” be Automated?

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AI Exposure Risk

37%

“Field Distribution 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%

“Field Distribution 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

  • Install and maintain geothermal plant electrical protection equipment.

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

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

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

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

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

  • 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.

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

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

  • Backfill piping trenches to protect pipes from damage.

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

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

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

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

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

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

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

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

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

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

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

  • Install and maintain geothermal system instrumentation or controls.

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

Technologies & Software

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