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Automation Risk Analysis

Will “Magnetic Observer” be Automated?

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AI Exposure Risk

53%

“Magnetic 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%

“Magnetic 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

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

  • Create photographic recordings of information, using equipment.

  • 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.

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

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

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

  • Collect geological data from potential geothermal energy plant sites.

  • 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.

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

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

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

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

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

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

  • 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.

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

  • Participate in the evaluation of possible mining locations.

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles