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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

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

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

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

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

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

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

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

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

  • 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.

  • Create photographic recordings of information, using equipment.

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

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

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

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

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

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

  • Participate in the evaluation of possible mining locations.

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

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

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

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

  • Collect geological data from potential geothermal energy plant sites.

Technologies & Software

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

Alternative Job Titles