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Automation Risk Analysis

Will “Mineral Technologist” be Automated?

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AI Exposure Risk

53%

“Mineral Technologist” 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%

“Mineral Technologist” 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.

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

  • Create photographic recordings of information, using equipment.

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

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

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

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

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

  • Collect geological data from potential geothermal energy plant sites.

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

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

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

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

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

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

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

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

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

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

  • Participate in the evaluation of possible mining locations.

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

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

Technologies & Software

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

Alternative Job Titles