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Automation Risk Analysis

Will “Field Scout” be Automated?

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AI Exposure Risk

53%

“Field Scout” 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 Scout” 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 core samples and cuttings, and other geological data used in prospecting for oil or gas.

  • 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.

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

  • Participate in the evaluation of possible mining locations.

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

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

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

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

  • Collect geological data from potential geothermal energy plant sites.

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

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

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

  • 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.

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

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

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

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

  • Create photographic recordings of information, using equipment.

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

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

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

Technologies & Software

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

Alternative Job Titles