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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

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

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

  • 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.

  • Distribute permits, closure plans, or cleanup plans.

  • Direct activities of workers in laboratory.

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

  • Develop testing procedures.

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

  • Prepare samples or photomicrographs for testing and analysis.

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

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

  • Discuss test results and analyses with customers.

  • Calibrate microscopes or test instruments.

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

  • Inspect sanitary conditions at public facilities.

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

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

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

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

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

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

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

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

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

  • Perform statistical analysis of environmental data.

Technologies & Software

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

Alternative Job Titles