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Automation Risk Analysis

Will “Health Environmentalist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #113 of 702. Estimated risk: 3.3%

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AI Exposure Risk

60%

“Health Environmentalist” 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 60% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

31%

“Health Environmentalist” 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 31% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Environmental Scientists and Specialists, Including Health, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Conduct research or perform investigation for the purpose of identifying, abating, or eliminating sources of pollutants or hazards that affect either the environment or public health. Using knowledge of various scientific disciplines, may collect, synthesize, study, report, and recommend action based on data derived from measurements or observations of air, food, soil, water, and other sources.

Avg. Annual Salary $88,640
Avg. Hourly Wage $42.62
Available Jobs (US) 84,930
Job Title & Hierarchy Code (SOC) Environmental Scientists and Specialists, Including Health #19-2041
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Environmental Scientists and Specialists, Including Health”

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Core Skills & Abilities

  • Develop methods to minimize the impact of production processes on the environment, based on the study and assessment of industrial production, environmental legislation, and physical, biological, and social environments.

  • Monitor environmental impacts of development activities.

  • Evaluate violations or problems discovered during inspections to determine appropriate regulatory actions or to provide advice on the development and prosecution of regulatory cases.

  • Determine data collection methods to be employed in research projects or surveys.

  • Collect, synthesize, analyze, manage, and report environmental data, such as pollution emission measurements, atmospheric monitoring measurements, meteorological or mineralogical information, or soil or water samples.

  • Plan or develop research models, using knowledge of mathematical and statistical concepts.

  • Develop the technical portions of legal documents, administrative orders, or consent decrees.

  • Supervise or train students, environmental technologists, technicians, or other related staff.

  • Design or direct studies to obtain technical environmental information about planned projects.

  • Monitor effects of pollution or land degradation and recommend means of prevention or control.

  • Communicate scientific or technical information to the public, organizations, or internal audiences through oral briefings, written documents, workshops, conferences, training sessions, or public hearings.

  • Process and review environmental permits, licenses, or related materials.

  • Provide scientific or technical guidance, support, coordination, or oversight to governmental agencies, environmental programs, industry, or the public.

  • Analyze data to determine validity, quality, and scientific significance and to interpret correlations between human activities and environmental effects.

  • Research sources of pollution to determine their effects on the environment and to develop theories or methods of pollution abatement or control.

  • Conduct environmental audits or inspections or investigations of violations.

  • Conduct applied research on environmental topics, such as waste control or treatment or pollution abatement methods.

  • Prepare charts or graphs from data samples, providing summary information on the environmental relevance of the data.

  • Develop programs designed to obtain the most productive, non-damaging use of land.

  • Provide advice on proper standards and regulations or the development of policies, strategies, or codes of practice for environmental management.

  • Review and implement environmental technical standards, guidelines, policies, and formal regulations that meet all appropriate requirements.

  • Investigate and report on accidents affecting the environment.

Technologies & Software

  • Microsoft Office software
  • Lakes Environmental EcoRisk View
  • Sun Microsystems Java
  • ESRI ArcGIS software
  • TANKS
  • Link Microtek
  • Elicit
  • Llama (Meta)
  • Kimi (Moonshot AI)
  • ADMS pollution modeling software
  • Gemini (Google)
  • Chemical management tracking software
  • RockWare ArcMap
  • Adobe Acrobat
  • Microsoft SharePoint Server
  • Laboratory information management system LIMS
  • Consensus
  • Word processing software
  • Wolfel IMMI
  • Corel CorelDraw Graphics Suite
  • Bentley MicroStation
  • Golden Software Surfer
  • Mapping software
  • Claude (Anthropic)
  • Chemicals and Irrigation CANDI
  • ESRI ArcInfo
  • Compass software
  • Tucows ChemBase
  • DQO ELIPGRID-PC
  • Adobe Illustrator
  • CERC EMIT
  • ESRI ArcView
  • DeepSeek
  • Database software
  • CAP88-PC
  • Qwen (Alibaba)
  • Material safety data sheet MSDS software
  • Hotspot
  • SAP software
  • ChatGPT (OpenAI)
  • Structured query language SQL
  • Scite AI
  • SoundPLAN
  • Nova (Amazon)
  • Mistral AI (chat/models)
  • Spreadsheet software
  • Microsoft Excel
  • Perplexity AI
  • SmugMug Flickr
  • Geographic information system GIS software
  • Microsoft Access
  • Statistical software
  • Semantic Scholar AI
  • RSA RadCalc
  • Gemini for Workspace
  • Microsoft PowerPoint
  • DataPipe EHS
  • Smart Data Solutions RS Solutions
  • MIRS Compliance
  • Web browser software
  • Microsoft Project
  • Emissions tracking software
  • Graphics software
  • IBM SPSS Statistics
  • Geomechanical design analysis GDA software
  • Rad Pro Calculator
  • Lakes Environmental SLAB View
  • Lakes Environmental Emissions View
  • NotebookLM (Google)
  • Ecotech WinCollect
  • Ecotech WinAQMS
  • Geographic information system GIS systems
  • Microsoft Outlook
  • Microsoft Visual Basic
  • Microsoft Word
  • C++
  • EarthSoft EQuIS Geology
  • Autodesk AutoCAD
  • Lakes Environmental ISC-AERMOD View
  • Mistral (Mistral AI)
  • Grok (xAI)
  • Atmospheric deposition collectors
  • Depth meters
  • Toxic mold test kits
  • Stormwater samplers
  • Manometers
  • Fuel temperature sensors
  • Mercury monitors
  • Combustible gas monitors
  • Groundwater monitoring systems
  • Comparator water test kits
  • Airboats
  • Air quality dataloggers
  • Water velocity flow meters
  • Fiberglass metering manholes
  • Field radiological measuring devices
  • Scintillation counters
  • Lead air sampling kits
  • Soil analysis kits
  • Smoke generators
  • Dataloggers
  • Ionization chambers
  • Digital cameras
  • Turbidimeters
  • Lead water sampling kits
  • Scintillation probes
  • Notebook computers
  • Spectrophotometers
  • Geiger-Mueller meters
  • Colorimeters
  • Sound level meters
  • Gas chromatographs GC
  • Closed pipe Doppler water flow meters
  • Soil gas sampling systems
  • pH meters
  • Noise dosimeters
  • Ammonia meters
  • Global positioning system GPS receivers
  • Mainframe computers
  • Coliform testing systems
  • Water quality testing photometers
  • Aerosol spectrometers
  • Desktop computers
  • Bomb samplers
  • Ozone meters
  • Submersible water data loggers
  • Psychrometers
  • Digital survey meters
  • Rain water samplers
  • Anemometers
  • Multiparameter water quality instruments
  • Hand held augers
  • Personal computers
  • Analog survey meters
  • Gas spillage detectors
  • Core samplers
  • Carbon monoxide meters
  • Ambient air quality monitoring systems
  • Electromagnetic field EMF meters
  • Air/soil temperature sensors
  • Mass spectrometers
  • Explosimeters
  • Chlorine dioxide meters
  • Heat stress monitors
  • Soil probes
  • Particulate samplers
  • Multichannel analyzers
  • Bailers
  • Viscosity meters
  • Pocket personal computers PC
  • Nephelometers
  • HNu photoionization detectors PID
  • All terrain vehicles ATV
  • Bottom dredge samplers
  • Chlorine meters
  • Evaporation gauge sensors
  • Drop count industrial water test kits
  • Oil water interface meters
  • Automatic samplers
  • Dosimeters
  • Liquid samplers
  • Photoionization detectors PID
  • Radon monitors
  • Moisture meters