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Automation Risk Analysis

Will “Physical Science Technician” be Automated?

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AI Exposure Risk

53%

“Physical Science Technician” 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%

“Physical Science Technician” 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.

  • Collect geological data from potential geothermal energy plant sites.

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

  • Create photographic recordings of information, using equipment.

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

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

  • 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.

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

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

  • 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.

  • Participate in the evaluation of possible mining locations.

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

Technologies & Software

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

Alternative Job Titles