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Automation Risk Analysis

Will “Coastal and Estuary Specialist” be Automated?

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AI Exposure Risk

52%

“Coastal and Estuary 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%

“Coastal and Estuary 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

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

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

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

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

  • Write grants to obtain funding for restoration projects.

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

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

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

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

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

  • Review existing environmental remediation designs.

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

  • 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.

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

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

  • 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.

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

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

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

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

  • Develop environmental restoration project schedules and budgets.

Technologies & Software

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