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Automation Risk Analysis

Will “Habitat Restoration Specialist” be Automated?

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AI Exposure Risk

52%

“Habitat Restoration Specialist” 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 Restoration Specialist” 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

  • Write grants to obtain funding for restoration projects.

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

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

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

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

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

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

  • Review existing environmental remediation designs.

  • 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.

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

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

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

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

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

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

  • Develop environmental restoration project schedules and budgets.

  • 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.

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

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

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

Technologies & Software

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