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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

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

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

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

  • Discuss test results and analyses with customers.

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

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

  • Direct activities of workers in laboratory.

  • Develop testing procedures.

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

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

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

  • Distribute permits, closure plans, or cleanup plans.

  • 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.

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

  • 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.

  • Calibrate microscopes or test instruments.

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

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

  • Inspect sanitary conditions at public facilities.

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

  • Prepare samples or photomicrographs for testing and analysis.

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

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

  • Perform statistical analysis of environmental data.

Technologies & Software

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

Alternative Job Titles