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Automation Risk Analysis

Will “Magnetic Prospecting Operator” be Automated?

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AI Exposure Risk

53%

“Magnetic Prospecting Operator” 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 Prospecting Operator” 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 or prepare solid or fluid samples for analysis.

  • 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.

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

  • 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.

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

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

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

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

  • Collect geological data from potential geothermal energy plant sites.

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

  • Participate in the evaluation of possible mining locations.

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

  • Create photographic recordings of information, using equipment.

  • 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.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles