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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

  • 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.

  • Monitor environmental impacts of development activities.

  • Conduct environmental audits or inspections or investigations of violations.

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

  • 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.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

  • Investigate and report on accidents affecting the environment.

Technologies & Software

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