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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

  • 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.

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

  • Participate in the evaluation of possible mining locations.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Create photographic recordings of information, using equipment.

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

  • 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.

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

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

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

Technologies & Software

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

Alternative Job Titles