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Automation Risk Analysis

Will “Air Quality Technician (Air Quality Tech)” be Automated?

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AI Exposure Risk

55%

“Air Quality Technician (Air Quality Tech)” 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%

“Air Quality Technician (Air Quality Tech)” 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

  • 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.

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

  • Discuss test results and analyses with customers.

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

  • Develop testing procedures.

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

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

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

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

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

  • Direct activities of workers in laboratory.

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

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

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

  • Distribute permits, closure plans, or cleanup plans.

  • Inspect sanitary conditions at public facilities.

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

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

  • Calibrate microscopes or test instruments.

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

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

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

  • Perform statistical analysis of environmental data.

  • 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.

Technologies & Software

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

Alternative Job Titles