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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

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

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

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

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

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

  • Collect geological data from potential geothermal energy plant sites.

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

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

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

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

  • Collect or prepare solid or fluid samples for analysis.

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

  • 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 the evaluation of possible mining locations.

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

  • Create photographic recordings of information, using equipment.

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

  • 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.

  • 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.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles