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Automation Risk Analysis

Will “Environmental Planner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #113 of 702. Estimated risk: 3.3%

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AI Exposure Risk

60%

“Environmental Planner” 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 Planner” 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.

  • Monitor environmental impacts of development activities.

  • 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.

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

  • 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.

  • 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.

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

  • Conduct environmental audits or inspections or investigations of violations.

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

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

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

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

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

  • Investigate and report on accidents affecting the environment.

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

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

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

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

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

Technologies & Software

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