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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

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

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

  • Collect or prepare solid or fluid samples for analysis.

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

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

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

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

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

  • 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.

  • Participate in the evaluation of possible mining locations.

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

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

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

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

  • Create photographic recordings of information, using equipment.

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

  • 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.

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles