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Automation Risk Analysis

Will “Environmental Planning Engineer” be Automated?

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AI Exposure Risk

52%

“Environmental Planning Engineer” 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 Planning Engineer” 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

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

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

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

  • Review existing environmental remediation designs.

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

  • 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.

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

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

  • Develop environmental restoration project schedules and budgets.

  • 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.

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

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

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

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

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

  • Write grants to obtain funding for restoration projects.

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

  • 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.

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

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

Technologies & Software

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