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Automation Risk Analysis

Will “Field Technician” be Automated?

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AI Exposure Risk

55%

“Field Technician” 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%

“Field Technician” 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.

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

  • Inspect sanitary conditions at public facilities.

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

  • Perform statistical analysis of environmental data.

  • 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.

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

  • Calibrate microscopes or test instruments.

  • Distribute permits, closure plans, or cleanup plans.

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

  • Discuss test results and analyses with customers.

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

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

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

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

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

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

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

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

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

  • Prepare samples or photomicrographs for testing and analysis.

  • Develop testing procedures.

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

  • Direct activities of workers in laboratory.

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

Alternative Job Titles