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Automation Risk Analysis

Will “Observer” be Automated?

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AI Exposure Risk

53%

“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%

“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

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

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

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

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

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

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

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

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

  • Participate in the evaluation of possible mining locations.

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

  • Collect geological data from potential geothermal energy plant sites.

  • Create photographic recordings of information, using equipment.

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

  • 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.

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles