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Automation Risk Analysis

Will “Energy and Conservation Technician (Energy and Conservation Tech)” be Automated?

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AI Exposure Risk

55%

“Energy and Conservation Technician (Energy and Conservation 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%

“Energy and Conservation Technician (Energy and Conservation 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

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

  • 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.

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

  • Distribute permits, closure plans, or cleanup plans.

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

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

  • Develop testing procedures.

  • Inspect sanitary conditions at public facilities.

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

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

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

  • Perform statistical analysis of environmental data.

  • 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.

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

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

  • Direct activities of workers in laboratory.

  • Discuss test results and analyses with customers.

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

  • 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.

  • Prepare samples or photomicrographs for testing and analysis.

Technologies & Software

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

Alternative Job Titles