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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

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

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

  • Monitor environmental impacts of development activities.

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

  • 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.

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

  • Conduct environmental audits or inspections or investigations of violations.

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

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

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

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

  • 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.

  • 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 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.

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

  • 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.

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

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

Technologies & Software

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