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Automation Risk Analysis

Will “Habitat Conservation Planner” be Automated?

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AI Exposure Risk

52%

“Habitat Conservation 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%

“Habitat Conservation 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

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

  • Develop environmental restoration project schedules and budgets.

  • Review existing environmental remediation designs.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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