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Automation Risk Analysis

Will “Water Quality Analyst” be Automated?

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AI Exposure Risk

55%

“Water Quality 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%

“Water Quality 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

  • Direct activities of workers in laboratory.

  • 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.

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

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

  • Perform statistical analysis of environmental data.

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

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

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

  • Discuss test results and analyses with customers.

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

  • Develop testing procedures.

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

  • 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.

  • Calibrate microscopes or test instruments.

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

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

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

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

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

  • Distribute permits, closure plans, or cleanup plans.

  • Prepare samples or photomicrographs for testing and analysis.

  • 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.

Technologies & Software

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

Alternative Job Titles