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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

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

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

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

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

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

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

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

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

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

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

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

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

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

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

  • Participate in the evaluation of possible mining locations.

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

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

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

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

  • Create photographic recordings of information, using equipment.

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

  • Collect geological data from potential geothermal energy plant sites.

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

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

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

Technologies & Software

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

Alternative Job Titles