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Automation Risk Analysis

Will “Air Analyst” be Automated?

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AI Exposure Risk

55%

“Air Analyst” 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 Analyst” 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

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

  • Perform statistical analysis of environmental data.

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

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

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

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

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

  • 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.

  • Develop testing procedures.

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

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

  • Discuss test results and analyses with customers.

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

  • Direct activities of workers in laboratory.

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

  • Calibrate microscopes or test instruments.

  • Distribute permits, closure plans, or cleanup plans.

  • Prepare samples or photomicrographs for testing and analysis.

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

  • 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.

  • 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.

  • Inspect sanitary conditions at public facilities.

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

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

Alternative Job Titles