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Automation Risk Analysis

Will “Field Observer” be Automated?

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AI Exposure Risk

53%

“Field 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%

“Field 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.

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

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

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

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

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

  • Collect geological data from potential geothermal energy plant sites.

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

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

  • Operate or adjust equipment or apparatus used to obtain 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.

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

  • Participate in the evaluation of possible mining locations.

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

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

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

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

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

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

  • Create photographic recordings of information, using equipment.

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles