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Automation Risk Analysis

Will “Environmentalist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #113 of 702. Estimated risk: 3.3%

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AI Exposure Risk

60%

“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%

“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

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

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

  • Monitor environmental impacts of development activities.

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

  • Investigate and report on accidents affecting the environment.

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

  • 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.

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

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

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

  • Conduct environmental audits or inspections or investigations of violations.

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

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

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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