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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.

  • Create photographic recordings of information, using equipment.

  • Collect or prepare solid or fluid samples for analysis.

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

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

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

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

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

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

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

  • Participate in the evaluation of possible mining locations.

  • Collect geological data from potential geothermal energy plant sites.

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

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

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles