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Automation Risk Analysis

Will “Test Technician” be Automated?

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AI Exposure Risk

53%

“Test Technician” will maybe 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 53% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

45%

“Test Technician” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 45% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Geological Technicians, Except Hydrologic Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Assist scientists or engineers in the use of electronic, sonic, or nuclear measuring instruments in laboratory, exploration, and production activities to obtain data indicating resources such as metallic ore, minerals, gas, coal, or petroleum. Analyze mud and drill cuttings. Chart pressure, temperature, and other characteristics of wells or bore holes.

Avg. Annual Salary $58,220
Avg. Hourly Wage $27.99
Available Jobs (US) 9,710
Job Title & Hierarchy Code (SOC) Geological Technicians, Except Hydrologic Technicians #19-4043
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Geological Technicians, Except Hydrologic Technicians”

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Core Skills & Abilities

  • Compile, log, or record testing or operational data for review and further analysis.

  • Evaluate and interpret core samples and cuttings, and other geological data used in prospecting for oil or gas.

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

  • Supervise well exploration, drilling activities, or well completions.

  • Assess the environmental impacts of development projects on subsurface materials.

  • Operate or adjust equipment or apparatus used to obtain geological data.

  • Plan and direct activities of workers who operate equipment to collect data.

  • Record readings in order to compile data used in prospecting for oil or gas.

  • Compile data used to address environmental issues, such as the suitability of potential landfill sites.

  • Read and study reports in order to compile information and data for geological and geophysical prospecting.

  • Set up or direct set-up of instruments used to collect geological data.

  • Assemble, maintain, or distribute information for library or record systems.

  • Collect or prepare solid or fluid samples for analysis.

  • Collect geological data from potential geothermal energy plant sites.

  • Adjust or repair testing, electrical, or mechanical equipment or devices.

  • Plot information from aerial photographs, well logs, section descriptions, or other databases.

  • Participate in the evaluation of possible mining locations.

  • Prepare or review professional, technical, or other reports regarding sampling, testing, or recommendations of data analysis.

  • Inspect engines for wear or defective parts, using equipment or measuring devices.

  • Prepare notes, sketches, geological maps, or cross-sections.

  • Apply new technologies, such as improved seismic imaging techniques, to locate untapped oil or natural gas deposits.

  • Conduct geophysical surveys of potential sites for wind farms or solar installations to determine their suitability.

  • Create photographic recordings of information, using equipment.

  • Interview individuals, and research public databases in order to obtain information.

  • Test and analyze samples to determine their content and characteristics, using laboratory apparatus or testing equipment.

  • Collect data on underground areas, such as reservoirs, that could be used in carbon sequestration operations.

  • Evaluate and interpret seismic data with the aid of computers.

  • Participate in geological, geophysical, geochemical, hydrographic, or oceanographic surveys, prospecting field trips, exploratory drilling, well logging, or underground mine survey programs.

  • Measure geological characteristics used in prospecting for oil or gas, using measuring instruments.

Technologies & Software

  • Landmark Graphics GeoGraphix
  • Parallel Geoscience SPW
  • ESRI ArcGIS software
  • Nova (Amazon)
  • Global positioning system GPS software
  • DeepSeek
  • Techsia Techlog
  • Gemini (Google)
  • Petroleum Software Technologies
  • Microsoft Outlook
  • Inventory management systems
  • SAP BusinessObjects Crystal Reports
  • Microsoft Access
  • Microsoft Excel
  • NotebookLM (Google)
  • Dynamic Graphics EarthVision
  • Llama (Meta)
  • Perplexity AI
  • Landmark SeisWorks
  • Microsoft Word
  • Geographic information system GIS systems
  • Geographic information system GIS software
  • Adobe Illustrator
  • Consensus
  • SAP software
  • Seismic Micro-Technology KINGDOM
  • Microsoft PowerPoint
  • Schlumberger GeoFrame
  • Surface III
  • Halliburton ProMAX
  • Grok (xAI)
  • Mistral (Mistral AI)
  • Gemini for Workspace
  • Midland Valley 2DMove
  • petroWEB Global Seismic Library
  • IHS Petra
  • Claude (Anthropic)
  • Semantic Scholar AI
  • Elicit
  • Corel CorelDraw Graphics Suite
  • Mistral AI (chat/models)
  • Leica Geosystems ERDAS IMAGINE
  • Clark Labs IDRISI Andes
  • Geographic resources analysis support system GRASS
  • Juniper Systems LandMark Mobile
  • Kimi (Moonshot AI)
  • Qwen (Alibaba)
  • Martin D Adamiker's TruFlite
  • Scite AI
  • Microsoft Office software
  • Autodesk AutoCAD
  • Database software
  • ChatGPT (OpenAI)
  • Golden Software Surfer
  • Carbon hydrogen nitrogen CHN analyzers
  • Groundwater sampling peristaltic pumps
  • Desktop computers
  • Soil augers
  • Abney levels
  • Top-loading electronic balances
  • Electronic distance meters
  • Glass dropping pipettes
  • Cryogenic magnetometers
  • Rock picks
  • Chipmunk crushers
  • Rock saws
  • Mass spectrometers
  • Turbidimeters
  • Hand augers
  • Global positioning system GPS receivers
  • Digital seismographs
  • Gravitational field indicators
  • Laboratory vacuum pumps
  • Terrain conductivity meters
  • Glass laboratory crucibles
  • High pressure liquid chromatograph HPLC equipment
  • Laboratory drying ovens
  • Jaw crushers
  • Magnetometers
  • Digital chlorine testers
  • Laboratory pulverizers
  • Laptop computers
  • 35 millimeter cameras
  • Fluorescence microscopes
  • Inductively coupled plasma ICP optical emission spectrometers
  • Laser rangefinders
  • Phase contrast microscopes
  • Erlenmeyer flasks
  • Hand lenses
  • Single crystal x ray diffractometers
  • Glass beakers
  • Optical particle detectors
  • Volumetric flasks
  • General purpose burets
  • Surveillance binoculars
  • Shatterboxes
  • Sample microsplitters
  • Digital pH meters
  • Total stations
  • Dissolved salt meters
  • Sieve shakers
  • Scientific calculators
  • Water distillation units
  • Digital cameras
  • Fluorescence spectrophotometers
  • Conductivity indicators
  • Clinometers
  • Heated magnetic stirrers
  • Hydraulic vibracorers
  • Survey altimeters
  • Earth drills
  • Personal computers
  • Fourier transfer infrared FTIR spectrometers
  • Planimeters
  • Automatic burets
  • Microwave digestion systems
  • Directional compasses
  • Gas chromatography equipment
  • Rotary pulverizers
  • Geological hammers
  • Water sampling bailers
  • Proton magnetometers
  • Ground penetrating radar GPR systems
  • Ultraviolet-Visible UV/VIS spectrophotometers
  • Electronic digital theodolites
  • Glass funnels
  • Glass graduated cylinders
  • Soil core samplers
  • Pocket transits
  • X ray fluorescence XRF spectrometers
  • Dissolved oxygen meters
  • Hand levels
  • Digital micropipettes
  • Dissolved organic carbon analyzers
  • Electronic laboratory balances
  • Total sulfur analyzers
  • Portable dataloggers
  • Scanning electron microscopes SEM
  • Binocular polarizing microscopes
  • Laboratory sieves
  • Stadia rods
  • Spinner magnetometers
  • Spectrophotometers
  • Calorimeters
  • Power rock coring drills
  • Piezometers
  • Electronic digital levels
  • Digital hydrometers

Alternative Job Titles