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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

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

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

  • Collect or prepare solid or fluid samples for analysis.

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

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

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

  • Create photographic recordings of information, using equipment.

  • Collect geological data from potential geothermal energy plant sites.

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

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

  • 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.

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

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

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

  • Participate in the evaluation of possible mining locations.

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

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

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

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

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

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

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

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

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

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

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

Technologies & Software

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

Alternative Job Titles