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Automation Risk Analysis

Will “Geologist” be Automated?

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AI Exposure Risk

53%

“Geologist” 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%

“Geologist” 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

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

  • Create photographic recordings of information, using equipment.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

  • Participate in the evaluation of possible mining locations.

  • 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.

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

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

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

  • Collect geological data from potential geothermal energy plant sites.

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

Technologies & Software

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

Alternative Job Titles