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Automation Risk Analysis

Will “Sample Technician (Sample Tech)” be Automated?

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AI Exposure Risk

55%

“Sample Technician (Sample 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%

“Sample Technician (Sample 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

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

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

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

  • 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.

  • Discuss test results and analyses with customers.

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

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

  • Perform statistical analysis of environmental data.

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

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

  • Direct activities of workers in laboratory.

  • Distribute permits, closure plans, or cleanup plans.

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

  • Inspect sanitary conditions at public facilities.

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

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

  • Develop testing procedures.

  • 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.

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

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

  • Calibrate microscopes or test instruments.

  • 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.

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

Technologies & Software

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

Alternative Job Titles