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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

  • 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.

  • Participate in the evaluation of possible mining locations.

  • 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.

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

  • 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.

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

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

  • Create photographic recordings of information, using equipment.

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

  • 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.

  • Collect or prepare solid or fluid samples for analysis.

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

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

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

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

  • Collect geological data from potential geothermal energy plant sites.

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles