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Automation Risk Analysis

Will “Geoscience Specialist” be Automated?

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AI Exposure Risk

53%

“Geoscience Specialist” 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%

“Geoscience Specialist” 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

  • 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.

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

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

  • Participate in the evaluation of possible mining locations.

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

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

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

  • 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.

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

  • 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.

  • Create photographic recordings of information, using equipment.

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

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

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

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

  • Collect geological data from potential geothermal energy plant sites.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles