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Automation Risk Analysis

Will “Soil Analyst” be Automated?

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AI Exposure Risk

55%

“Soil Analyst” 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%

“Soil Analyst” 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

  • Perform statistical analysis of environmental data.

  • Prepare samples or photomicrographs for testing and analysis.

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

  • 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.

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

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

  • Distribute permits, closure plans, or cleanup plans.

  • Direct activities of workers in laboratory.

  • 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.

  • Discuss test results and analyses with customers.

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

  • Inspect sanitary conditions at public facilities.

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

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

  • 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.

  • Calibrate microscopes or test instruments.

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

  • Develop testing procedures.

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles