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Automation Risk Analysis

Will “Extractions Technologist” be Automated?

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AI Exposure Risk

53%

“Extractions Technologist” 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%

“Extractions Technologist” 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

  • Collect or prepare solid or fluid samples for analysis.

  • Create photographic recordings of information, using equipment.

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

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

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

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

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

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

  • Participate in the evaluation of possible mining locations.

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

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

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

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

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

  • Collect geological data from potential geothermal energy plant sites.

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

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

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

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

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles