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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

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

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

  • Participate in the evaluation of possible mining locations.

  • 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.

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

  • Collect geological data from potential geothermal energy plant sites.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles