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Automation Risk Analysis

Will “Field Construction Materials Testing Technician” be Automated?

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AI Exposure Risk

53%

“Field Construction 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%

“Field Construction 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.

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

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

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

  • Create photographic recordings of information, using equipment.

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

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

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

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

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

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

  • Participate in the evaluation of possible mining locations.

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

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

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

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles