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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

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

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

  • Participate in the evaluation of possible mining locations.

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

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

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

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

  • 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.

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

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

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

  • Create photographic recordings of information, using equipment.

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

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

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

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

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

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

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

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

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

  • Collect geological data from potential geothermal energy plant sites.

Technologies & Software

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

Alternative Job Titles