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Automation Risk Analysis

Will “Seismic Prospecting Observer” be Automated?

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AI Exposure Risk

53%

“Seismic Prospecting Observer” 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%

“Seismic Prospecting Observer” 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.

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

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

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

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

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

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

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

  • Collect geological data from potential geothermal energy plant sites.

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

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

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

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

  • Create photographic recordings of information, using equipment.

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

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

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

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

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

  • Participate in the evaluation of possible mining locations.

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

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

Technologies & Software

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

Alternative Job Titles