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Automation Risk Analysis

Will “Mud Logger” be Automated?

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AI Exposure Risk

53%

“Mud 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%

“Mud 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

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

  • Collect geological data from potential geothermal energy plant sites.

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

  • Create photographic recordings of information, using equipment.

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

  • 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.

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

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

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

  • 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.

  • Participate in the evaluation of possible mining locations.

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

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

  • 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.

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

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

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

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

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

Technologies & Software

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

Alternative Job Titles