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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

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

  • Participate in the evaluation of possible mining locations.

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

  • 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.

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

  • Create photographic recordings of information, using equipment.

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

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

  • 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.

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

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

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

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

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

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

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

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

  • Collect geological data from potential geothermal energy plant sites.

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

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

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

Technologies & Software

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

Alternative Job Titles