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Automation Risk Analysis

Will “Laboratory Assistant” be Automated?

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AI Exposure Risk

53%

“Laboratory Assistant” 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 Assistant” 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.

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

  • Collect geological data from potential geothermal energy plant sites.

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

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

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

  • 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.

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

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

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

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

  • Participate in the evaluation of possible mining locations.

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

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

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

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

  • Create photographic recordings of information, using equipment.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles