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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

  • 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.

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

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

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

  • Develop testing procedures.

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

  • 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.

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

  • Perform statistical analysis of environmental data.

  • Direct activities of workers in laboratory.

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

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

  • Inspect sanitary conditions at public facilities.

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

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

  • Discuss test results and analyses with customers.

  • Distribute permits, closure plans, or cleanup plans.

  • Prepare samples or photomicrographs for testing and analysis.

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

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

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

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

  • Calibrate microscopes or test instruments.

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

Technologies & Software

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

Alternative Job Titles