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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

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

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

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

  • 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.

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

  • Create photographic recordings of information, using equipment.

  • 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.

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

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

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

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

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

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

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

  • 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.

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

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

  • Participate in the evaluation of possible mining locations.

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

  • Collect geological data from potential geothermal energy plant sites.

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

Technologies & Software

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

Alternative Job Titles