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Automation Risk Analysis

Will “Marine Habitat Resources Specialist” be Automated?

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AI Exposure Risk

52%

“Marine Habitat Resources 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%

“Marine Habitat Resources 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 environmental restoration project schedules and budgets.

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

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

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

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

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

  • 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.

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

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

  • Apply for permits required for the implementation of environmental remediation 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 environmental restoration projects, using biological databases, environmental strategies, and planning software.

  • Review existing environmental remediation designs.

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

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

  • 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.

  • 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.

  • Write grants to obtain funding for restoration projects.

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

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

Technologies & Software

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