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Automation Risk Analysis

Will “Environmental Designer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #113 of 702. Estimated risk: 3.3%

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AI Exposure Risk

60%

“Environmental Designer” 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 Designer” 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

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

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

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

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

  • 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.

  • 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.

  • 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.

  • 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.

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

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

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

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

  • Monitor environmental impacts of development activities.

  • 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.

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

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

Technologies & Software

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