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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

  • 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.

  • Create photographic recordings of information, using equipment.

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

  • Collect geological data from potential geothermal energy plant sites.

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

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

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

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

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

  • Participate in the evaluation of possible mining locations.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles