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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

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

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

  • 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.

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

  • Conduct environmental audits or inspections or investigations of violations.

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

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

  • Monitor environmental impacts of development activities.

  • 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.

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

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

  • Investigate and report on accidents affecting the environment.

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

  • 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.

  • 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.

  • 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.

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

  • 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.

Technologies & Software

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