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Automation Risk Analysis

Will “Environmental Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #113 of 702. Estimated risk: 3.3%

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AI Exposure Risk

60%

“Environmental 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 60% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

31%

“Environmental 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 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

  • Conduct environmental audits or inspections or investigations of violations.

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Investigate and report on accidents affecting the environment.

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

  • 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.

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

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

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

  • Monitor environmental impacts of development activities.

Technologies & Software

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