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Automation Risk Analysis

Will “Laboratory Technician” be Automated?

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AI Exposure Risk

53%

“Laboratory 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%

“Laboratory 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

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

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

  • Create photographic recordings of information, using equipment.

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

  • Participate in the evaluation of possible mining locations.

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

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

  • 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.

  • Collect geological data from potential geothermal energy plant sites.

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

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

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

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

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

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

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

  • 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.

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

  • 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.

Technologies & Software

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

Alternative Job Titles