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Automation Risk Analysis

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

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AI Exposure Risk

55%

“Sample Prep Tech (Sample Preparation 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%

“Sample Prep Tech (Sample Preparation 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

  • Distribute permits, closure plans, or cleanup plans.

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

  • 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.

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

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

  • Discuss test results and analyses with customers.

  • Develop testing procedures.

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

  • Inspect sanitary conditions at public facilities.

  • 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.

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

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

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

  • Direct activities of workers in laboratory.

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

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

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

  • Perform statistical analysis of environmental data.

  • Calibrate microscopes or test instruments.

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

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

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

  • Prepare samples or photomicrographs for testing and analysis.

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

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  • Flame ionization detectors FID
  • Lead soil sampling kits
  • Chlorinated hydrocarbon testing equipment
  • Area sampling pumps
  • Pump flowmeters
  • Dilution systems
  • Passive samplers for organic vapors
  • Handheld laser particle counters
  • Purge pumps
  • Vibration monitors
  • Chloride test kits
  • Micropurge sampling equipment
  • Humidity sticks
  • Water chemistry analysis equipment
  • CO2 monitors
  • Water sampling bailers
  • Nephelometers
  • Moisture meters
  • Microscope slides
  • Pocket personal computers PC
  • Digital cameras
  • Flow monitoring equipment
  • Noise dosimeters
  • Velocity meters
  • Salinity meters
  • Autoclaves
  • Photoionization detectors PID
  • Digital hand meters
  • Low-flow pumps
  • Colorimetric field sampling devices
  • Lead air sampling kits
  • Landfill gas collection systems
  • Phase contrast microscopes
  • Freon detectors
  • 35 millimeter cameras
  • Velometers
  • Air monitoring equipment
  • Zero air generators
  • pH meters
  • Large-format plotters
  • Field data collection computers
  • Interface probes
  • Air sampling impingers
  • Pilot tubes
  • Notebook computers
  • Carpet sampling pump kits
  • Ozone generators
  • Particulate monitors
  • Particulate samplers
  • Bioaerosol impactors
  • Digitizing tablets
  • Noise monitoring instruments
  • Indoor air quality IAQ monitors
  • Polarized light microscopes
  • Soil augers
  • Peristaltic pumps
  • Sewer surveillance cameras
  • Volt-ohm meters VOM
  • Sound level meters
  • Water sampling augers
  • Halide meters
  • Water level recorders
  • Air sampling primary flow calibrators
  • Soil vapor extraction units
  • Lead water sampling kits
  • Laser printers
  • Spectrophotometers
  • Personal computers
  • Carbon monoxide monitors
  • Centrifuges
  • Infiltrometers
  • Electronic pump calibrators
  • Landfill gas detection systems
  • Micromanometers
  • Explosive gas monitors
  • Noise logging analyzers
  • Binocular light compound microscopes
  • Hach field kits
  • Air current test kits
  • Water sample extraction pumps
  • Lux or light meter
  • Sequential air samplers
  • Centrifugal water sampling pumps
  • Radon detection devices
  • Halogen leak detectors
  • Lead surface sampling kits
  • Water well depth meters
  • Water sample extraction tubes
  • Bladder water sampling pumps
  • Water sampling pumps
  • Detector tubes
  • Hygrometers

Alternative Job Titles