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Automation Risk Analysis

Will “Materials Technician” be Automated?

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AI Exposure Risk

53%

“Materials 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%

“Materials 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

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

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

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

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

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

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

  • Create photographic recordings of information, using equipment.

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

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

  • Participate in the evaluation of possible mining locations.

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

  • 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.

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

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

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

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

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

  • Collect geological data from potential geothermal energy plant sites.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles