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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

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

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

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

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

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

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

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

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

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

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

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

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

  • Collect geological data from potential geothermal energy plant sites.

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

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

  • Create photographic recordings of information, using equipment.

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

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

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

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

  • Participate in the evaluation of possible mining locations.

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

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

  • Collect or prepare solid or fluid samples for analysis.

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

Technologies & Software

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

Alternative Job Titles