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Automation Risk Analysis

Will “Laboratory Worker” be Automated?

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AI Exposure Risk

53%

“Laboratory Worker” 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 Worker” 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

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

  • Create photographic recordings of information, using equipment.

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

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

  • 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.

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

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

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

  • 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.

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

  • 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.

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

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

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

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

  • Collect geological data from potential geothermal energy plant sites.

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

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

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

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

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

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

  • Participate in the evaluation of possible mining locations.

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

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

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

Technologies & Software

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

Alternative Job Titles