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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

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

  • Prepare samples or photomicrographs for testing and analysis.

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

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

  • Direct activities of workers in laboratory.

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

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

  • 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.

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

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

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

  • Develop testing procedures.

  • 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.

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

  • 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.

  • Distribute permits, closure plans, or cleanup plans.

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

  • Perform statistical analysis of environmental data.

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

  • Discuss test results and analyses with customers.

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

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

Technologies & Software

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

Alternative Job Titles