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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

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

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

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

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

  • Collect geological data from potential geothermal energy plant sites.

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

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

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

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

  • Create photographic recordings of information, using equipment.

  • Collect or prepare solid or fluid samples for analysis.

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

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

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

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

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

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

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

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

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

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

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

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

  • Participate in the evaluation of possible mining locations.

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

Technologies & Software

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

Alternative Job Titles