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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

  • 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.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Monitor environmental impacts of development activities.

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

  • Conduct environmental audits or inspections or investigations of violations.

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

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

Technologies & Software

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