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Automation Risk Analysis

Will “Geological E-Logger” be Automated?

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AI Exposure Risk

53%

“Geological E-Logger” 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 E-Logger” 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

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

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

  • 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.

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

  • Collect geological data from potential geothermal energy plant sites.

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

  • Create photographic recordings of information, using equipment.

  • 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.

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

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

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

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

  • 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.

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

  • Participate in the evaluation of possible mining locations.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles