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Automation Risk Analysis

Will “Materials Testing Technician” be Automated?

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AI Exposure Risk

53%

“Materials Testing 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 Testing 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

  • 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.

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

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

  • Collect or prepare solid or fluid samples for analysis.

  • Create photographic recordings of information, using equipment.

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

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

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

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

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

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

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

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

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

  • Participate in the evaluation of possible mining locations.

  • 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.

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

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

  • 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.

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles