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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

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

  • Create photographic recordings of information, using equipment.

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

  • Participate in the evaluation of possible mining locations.

  • Collect or prepare solid or fluid samples for analysis.

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

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

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

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

  • Collect geological data from potential geothermal energy plant sites.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles