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Automation Risk Analysis

Will “Geological Sample Tester” be Automated?

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AI Exposure Risk

53%

“Geological Sample Tester” 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%

“Geological Sample Tester” 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

  • Create photographic recordings of information, using equipment.

  • 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.

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

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

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

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

  • Participate in the evaluation of possible mining locations.

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

  • Collect geological data from potential geothermal energy plant sites.

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

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

Technologies & Software

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

Alternative Job Titles