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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

  • Investigate and report on accidents affecting the environment.

  • 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.

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

  • 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.

  • 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.

  • Conduct environmental audits or inspections or investigations of violations.

  • 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.

  • Monitor environmental impacts of development activities.

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

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

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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