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Automation Risk Analysis

Will “Core Inspector” be Automated?

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AI Exposure Risk

53%

“Core Inspector” 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%

“Core Inspector” 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

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

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

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

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

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

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

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

  • Participate in the evaluation of possible mining locations.

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

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

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

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

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

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

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

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

  • 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.

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

  • Collect geological data from potential geothermal energy plant sites.

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

  • Collect or prepare solid or fluid samples for analysis.

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

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

  • Create photographic recordings of information, using equipment.

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

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

Technologies & Software

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

Alternative Job Titles