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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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Review existing environmental remediation designs.

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

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

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

  • Develop environmental restoration project schedules and budgets.

  • Write grants to obtain funding for restoration projects.

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

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

Technologies & Software

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