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Automation Risk Analysis

Will “Environmental Planner” be Automated?

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AI Exposure Risk

52%

“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 52% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

33%

“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 33% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Environmental Restoration Planners, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Collaborate with field and biology staff to oversee the implementation of restoration projects and to develop new products. Process and synthesize complex scientific data into practical strategies for restoration, monitoring or management.

Job Title & Hierarchy Code (SOC) Environmental Restoration Planners #19-2041.02
ℹ️

Data is based on the reference occupation: “Environmental Restoration Planners”

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Core Skills & Abilities

  • Notify regulatory or permitting agencies of deviations from implemented remediation plans.

  • Create diagrams to communicate environmental remediation planning, using geographic information systems (GIS), computer-aided design (CAD), or other mapping or diagramming software.

  • Apply for permits required for the implementation of environmental remediation projects.

  • Collect and analyze data to determine environmental conditions and restoration needs.

  • Provide technical direction on environmental planning to energy engineers, biologists, geologists, or other professionals working to develop restoration plans or strategies.

  • Create environmental models or simulations, using geographic information system (GIS) data and knowledge of particular ecosystems or ecological regions.

  • Develop environmental management or restoration plans for sites with power transmission lines, natural gas pipelines, fuel refineries, geothermal plants, wind farms, or solar farms.

  • Identify short- and long-term impacts of environmental remediation activities.

  • Create habitat management or restoration plans, such as native tree restoration and weed control.

  • Develop environmental restoration project schedules and budgets.

  • Identify environmental mitigation alternatives, ensuring compliance with applicable standards, laws, or regulations.

  • Develop and communicate recommendations for landowners to maintain or restore environmental conditions.

  • Communicate findings of environmental studies or proposals for environmental remediation to other restoration professionals.

  • Conduct site assessments to certify a habitat or to ascertain environmental damage or restoration needs.

  • Conduct environmental impact studies to examine the ecological effects of pollutants, disease, human activities, nature, and climate change.

  • Plan environmental restoration projects, using biological databases, environmental strategies, and planning software.

  • Supervise and provide technical guidance, training, or assistance to employees working in the field to restore habitats.

  • Review existing environmental remediation designs.

  • Write grants to obtain funding for restoration projects.

  • Plan or supervise environmental studies to achieve compliance with environmental regulations in construction, modification, operation, acquisition, or divestiture of facilities such as power plants.

  • Inspect active remediation sites to ensure compliance with environmental or safety policies, standards, or regulations.

  • Develop natural resource management plans, using knowledge of environmental planning or state and federal environmental regulatory requirements.

  • Conduct feasibility and cost-benefit studies for environmental remediation projects.

Technologies & Software

  • Microsoft Dynamics CRM
  • Elicit
  • HEC-RAS
  • DeepSeek
  • Nova (Amazon)
  • Grok (xAI)
  • Geographic information system GIS systems
  • Microsoft PowerPoint
  • Web browser software
  • Global positioning system GPS software
  • Microsoft SharePoint
  • Scite AI
  • Autodesk AutoCAD Civil 3D
  • ESRI ArcMap
  • Gemini for Workspace
  • Microsoft Outlook
  • Mistral AI (chat/models)
  • Mistral (Mistral AI)
  • Adobe Photoshop
  • Consensus
  • Adobe InDesign
  • Llama (Meta)
  • Word processing software
  • ChatGPT (OpenAI)
  • Kimi (Moonshot AI)
  • Claude (Anthropic)
  • Microsoft Office software
  • Gemini (Google)
  • Geographic information system GIS software
  • IWR-PLAN
  • Adobe Acrobat
  • ESRI ArcGIS software
  • NotebookLM (Google)
  • Semantic Scholar AI
  • Email software
  • Adobe Illustrator
  • Perplexity AI
  • Microsoft Excel
  • Adobe Creative Cloud software
  • Microsoft Project
  • Microsoft Dynamics
  • Microsoft Word
  • Autodesk AutoCAD
  • Qwen (Alibaba)
  • Microsoft Access
  • Laser facsimile machines
  • Desktop computers
  • Computer data input scanners
  • Multi-line telephone systems
  • Personal computers
  • Global positioning system GPS receivers
  • Laptop computers