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Automation Risk Analysis

Will “Field Construction Materials Technician” be Automated?

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AI Exposure Risk

53%

“Field Construction 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%

“Field Construction 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

  • 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.

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

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

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

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

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

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

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

  • Create photographic recordings of information, using equipment.

  • Participate in the evaluation of possible mining locations.

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

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

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

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

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

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

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

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

  • Collect geological data from potential geothermal energy plant sites.

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles