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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.

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

  • 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.

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

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

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

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

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

  • 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.

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

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

  • Investigate and report on accidents affecting the environment.

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

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

  • Conduct environmental audits or inspections or investigations of violations.

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

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

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

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

Technologies & Software

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