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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

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

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

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

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

  • 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.

  • Perform statistical analysis of environmental data.

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

  • Prepare samples or photomicrographs for testing and analysis.

  • Inspect sanitary conditions at public facilities.

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

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

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

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

  • Calibrate microscopes or test instruments.

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

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

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

  • Distribute permits, closure plans, or cleanup plans.

  • Discuss test results and analyses with customers.

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

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

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

  • Develop testing procedures.

  • Direct activities of workers in laboratory.

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

Technologies & Software

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

Alternative Job Titles