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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

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

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

  • Distribute permits, closure plans, or cleanup plans.

  • Inspect sanitary conditions at public facilities.

  • 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.

  • Develop testing procedures.

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

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

  • Calibrate microscopes or test instruments.

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

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

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

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

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

  • Direct activities of workers in laboratory.

  • Discuss test results and analyses with customers.

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

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

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

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

  • Prepare samples or photomicrographs for testing and analysis.

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

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

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

Technologies & Software

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

Alternative Job Titles