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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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Review existing environmental remediation designs.

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

  • Develop environmental restoration project schedules and budgets.

  • Write grants to obtain funding for restoration projects.

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

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

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

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

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

Technologies & Software

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