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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

  • Collect or prepare solid or fluid samples for analysis.

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

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

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

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

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

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

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

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

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

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

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

  • Create photographic recordings of information, using equipment.

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

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

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

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

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

  • 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.

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

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

  • Participate in the evaluation of possible mining locations.

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

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

Technologies & Software

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

Alternative Job Titles