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Automation Risk Analysis

Will “Ore Tester” be Automated?

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AI Exposure Risk

53%

“Ore Tester” 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%

“Ore Tester” 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

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

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

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

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

  • Create photographic recordings of information, using equipment.

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Participate in the evaluation of possible mining locations.

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

  • Collect geological data from potential geothermal energy plant sites.

Technologies & Software

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

Alternative Job Titles