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Automation Risk Analysis

Will “Well Logger” be Automated?

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AI Exposure Risk

53%

“Well 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%

“Well 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.

  • 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.

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

  • Collect or prepare solid or fluid samples for analysis.

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

  • Participate in the evaluation of possible mining locations.

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

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

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

  • 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.

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

  • Create photographic recordings of information, using equipment.

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

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

  • 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.

  • Collect geological data from potential geothermal energy plant sites.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles