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Automation Risk Analysis

Will “Environmental Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #113 of 702. Estimated risk: 3.3%

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AI Exposure Risk

60%

“Environmental Specialist” 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 Specialist” 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

  • Monitor environmental impacts of development activities.

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

  • Conduct environmental audits or inspections or investigations of violations.

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

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

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

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

  • 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.

  • 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.

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

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

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

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

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

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

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

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

  • 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.

  • 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.

  • Investigate and report on accidents affecting the environment.

Technologies & Software

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