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Automation Risk Analysis

Will “Material Technician” be Automated?

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AI Exposure Risk

53%

“Material Technician” 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%

“Material Technician” 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

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

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

  • Create photographic recordings of information, using equipment.

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

  • 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.

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

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

  • 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.

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

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

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

  • Participate in the evaluation of possible mining locations.

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

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

  • 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.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles