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Automation Risk Analysis

Will “Field Sampling Technician (Field Sampling Tech)” be Automated?

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AI Exposure Risk

55%

“Field Sampling Technician (Field Sampling 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%

“Field Sampling Technician (Field Sampling 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

  • Develop testing procedures.

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

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

  • Inspect sanitary conditions at public facilities.

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

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

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

  • 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.

  • 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.

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

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

  • Calibrate microscopes or test instruments.

  • Direct activities of workers in laboratory.

  • Discuss test results and analyses with customers.

  • Prepare samples or photomicrographs for testing and analysis.

  • Distribute permits, closure plans, or cleanup plans.

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

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles