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Automation Risk Analysis

Will “Lab Assistant (Laboratory Assistant)” be Automated?

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AI Exposure Risk

55%

“Lab Assistant (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 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

43%

“Lab Assistant (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 43% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Environmental Science and Protection Technicians, Including Health, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Perform laboratory and field tests to monitor the environment and investigate sources of pollution, including those that affect health, under the direction of an environmental scientist, engineer, or other specialist. May collect samples of gases, soil, water, and other materials for testing.

Avg. Annual Salary $56,770
Avg. Hourly Wage $27.29
Available Jobs (US) 39,390
Job Title & Hierarchy Code (SOC) Environmental Science and Protection Technicians, Including Health #19-4042
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Environmental Science and Protection Technicians, Including Health”

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Core Skills & Abilities

  • Examine and analyze material for presence and concentration of contaminants, such as asbestos, using variety of microscopes.

  • Direct activities of workers in laboratory.

  • Maintain files, such as hazardous waste databases, chemical usage data, personnel exposure information, or diagrams showing equipment locations.

  • Record test data and prepare reports, summaries, or charts that interpret test results.

  • Set up equipment or stations to monitor and collect pollutants from sites, such as smoke stacks, manufacturing plants, or mechanical equipment.

  • Determine amounts and kinds of chemicals to use in destroying harmful organisms or removing impurities from purification systems.

  • Make recommendations to control or eliminate unsafe conditions at workplaces or public facilities.

  • Calculate amount of pollutant in samples or compute air pollution or gas flow in industrial processes, using chemical and mathematical formulas.

  • Develop or implement site recycling or hazardous waste stream programs.

  • Investigate hazardous conditions or spills or outbreaks of disease or food poisoning, collecting samples for analysis.

  • Prepare samples or photomicrographs for testing and analysis.

  • Inspect workplaces to ensure the absence of health and safety hazards, such as high noise levels, radiation, or potential lighting hazards.

  • Distribute permits, closure plans, or cleanup plans.

  • Inspect sanitary conditions at public facilities.

  • Develop testing procedures.

  • Provide information or technical or program assistance to government representatives, employers, or the general public on the issues of public health, environmental protection, or workplace safety.

  • Calibrate microscopes or test instruments.

  • Develop or implement programs for monitoring of environmental pollution or radiation.

  • Initiate procedures to close down or fine establishments violating environmental or health regulations.

  • Analyze potential environmental impacts of production process changes, and recommend steps to mitigate negative impacts.

  • Discuss test results and analyses with customers.

  • Monitor emission control devices to ensure they are operating properly and comply with state and federal regulations.

  • Perform statistical analysis of environmental data.

  • Weigh, analyze, or measure collected sample particles, such as lead, coal dust, or rock, to determine concentration of pollutants.

  • Collect samples of gases, soils, water, industrial wastewater, or asbestos products to conduct tests on pollutant levels or identify sources of pollution.

Technologies & Software

  • Trimble GPS Pathfinder Office
  • Statistical software
  • Microsoft PowerPoint
  • ESRI software
  • Elicit
  • ChatGPT (OpenAI)
  • Flood modeling software
  • Mistral AI (chat/models)
  • Scientific analysis software
  • Web browser software
  • Qwen (Alibaba)
  • Adobe Acrobat
  • Gemini for Workspace
  • Graphics software
  • Kimi (Moonshot AI)
  • Visual OTTHYMO
  • Geomechanical design analysis GDA software
  • Microsoft Office software
  • Grok (xAI)
  • Microsoft Outlook
  • Nova (Amazon)
  • DeepSeek
  • Autodesk AutoCAD
  • FishXing
  • YouTube
  • Microsoft Project
  • HEC-HMS
  • ESRI ArcInfo
  • Database software
  • Computer aided design CAD software
  • Microsoft Word
  • Email software
  • Autodesk Softdesk
  • SAP software
  • Consensus
  • Microsoft Access
  • Claude (Anthropic)
  • Word processing software
  • Spreadsheet software
  • Semantic Scholar AI
  • Mistral (Mistral AI)
  • Scite AI
  • Gemini (Google)
  • Microsoft Excel
  • ESRI ArcGIS software
  • ESRI ArcPad
  • Llama (Meta)
  • Perplexity AI
  • HEC-RAS
  • NotebookLM (Google)
  • ESRI ArcView
  • Flow monitoring equipment
  • Infiltrometers
  • Halogen leak detectors
  • Explosive gas monitors
  • pH meters
  • Water sample extraction tubes
  • Large-format plotters
  • Low-flow pumps
  • Noise dosimeters
  • Noise monitoring instruments
  • Pump flowmeters
  • Colorimetric field sampling devices
  • Chlorinated hydrocarbon testing equipment
  • Photoionization detectors PID
  • Indoor air quality IAQ monitors
  • Polarized light microscopes
  • Nephelometers
  • Halide meters
  • Micropurge sampling equipment
  • Lead air sampling kits
  • Hygrometers
  • Water sampling augers
  • Ozone generators
  • Humidity sticks
  • 35 millimeter cameras
  • Zero air generators
  • Bladder water sampling pumps
  • Moisture meters
  • Lux or light meter
  • Soil augers
  • Chloride test kits
  • Soil vapor extraction units
  • Air sampling primary flow calibrators
  • Volt-ohm meters VOM
  • Water level recorders
  • Bioaerosol impactors
  • Autoclaves
  • Micromanometers
  • Vibration monitors
  • Air current test kits
  • Laser printers
  • Centrifugal water sampling pumps
  • Lead water sampling kits
  • Air monitoring equipment
  • Area sampling pumps
  • Handheld laser particle counters
  • Digital hand meters
  • Spectrophotometers
  • Peristaltic pumps
  • Sequential air samplers
  • Water sample extraction pumps
  • Particulate samplers
  • Passive samplers for organic vapors
  • Interface probes
  • Microscope slides
  • Hach field kits
  • CO2 monitors
  • Radon detection devices
  • Landfill gas collection systems
  • Detector tubes
  • Landfill gas detection systems
  • Water sampling pumps
  • Salinity meters
  • Particulate monitors
  • Phase contrast microscopes
  • Water sampling bailers
  • Pilot tubes
  • Air sampling impingers
  • Sewer surveillance cameras
  • Water well depth meters
  • Purge pumps
  • Sound level meters
  • Dilution systems
  • Velocity meters
  • Lead surface sampling kits
  • Carpet sampling pump kits
  • Lead soil sampling kits
  • Noise logging analyzers
  • Centrifuges
  • Binocular light compound microscopes
  • Velometers
  • Water chemistry analysis equipment
  • Personal computers
  • Digitizing tablets
  • Pocket personal computers PC
  • Field data collection computers
  • Digital cameras
  • Freon detectors
  • Notebook computers
  • Electronic pump calibrators
  • Carbon monoxide monitors
  • Flame ionization detectors FID

Alternative Job Titles