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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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • Collect geological data from potential geothermal energy plant sites.

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

  • Participate in the evaluation of possible mining locations.

  • 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.

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

  • Create photographic recordings of information, using equipment.

  • 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.

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

Technologies & Software

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

Alternative Job Titles