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Automation Risk Analysis

Will “Geological Aide” be Automated?

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AI Exposure Risk

53%

“Geological Aide” 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%

“Geological Aide” 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 data on underground areas, such as reservoirs, that could be used in carbon sequestration operations.

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

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

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

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

  • Collect or prepare solid or fluid samples for analysis.

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

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

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

  • Participate in the evaluation of possible mining locations.

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

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

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

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

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

  • Create photographic recordings of information, using equipment.

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

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

  • 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.

  • 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.

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

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

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

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

  • Collect geological data from potential geothermal energy plant sites.

Technologies & Software

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

Alternative Job Titles