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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

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

  • Collect or prepare solid or fluid samples for analysis.

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

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

  • 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.

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

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

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

  • Collect geological data from potential geothermal energy plant sites.

  • Create photographic recordings of information, using equipment.

  • Participate in the evaluation of possible mining locations.

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles