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Automation Risk Analysis

Will “Mud Analysis Well-Logging Operator” be Automated?

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AI Exposure Risk

53%

“Mud Analysis Well-Logging Operator” 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%

“Mud Analysis Well-Logging Operator” 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

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

  • Participate in the evaluation of possible mining locations.

  • Collect or prepare solid or fluid samples for analysis.

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Collect geological data from potential geothermal energy plant sites.

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

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

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

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

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

  • Create photographic recordings of information, using equipment.

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

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

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

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

Technologies & Software

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

Alternative Job Titles