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Automation Risk Analysis

Will “Mud Analysis Operator” be Automated?

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AI Exposure Risk

53%

“Mud Analysis 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 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

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

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

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

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

  • Create photographic recordings of information, using equipment.

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

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

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

  • 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.

  • Participate in the evaluation of possible mining locations.

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

Technologies & Software

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

Alternative Job Titles