Science & ResearchO*NET: 19-2041.02
Will AI Replace Environmental Restoration Planners?
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.
38out of 100
Low Risk
AI Risk Score
38/100
Risk Level
Low
Job Zone
5/5
Advanced
Total Tasks Analyzed
23
🤖 What AI Can Do
- ▸Develop environmental restoration project schedules and budgets.
- ▸Provide technical direction on environmental planning to energy engineers, biologists, geologists, or other professionals working to develop restoration plans or strategies.
- ▸Collect and analyze data to determine environmental conditions and restoration needs.
- ▸Plan environmental restoration projects, using biological databases, environmental strategies, and planning software.
- ▸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.
👤 What Requires Humans
- ▸Supervise and provide technical guidance, training, or assistance to employees working in the field to restore habitats.
- ▸Plan or supervise environmental studies to achieve compliance with environmental regulations in construction, modification, operation, acquisition, or divestiture of facilities such as power plants.
Task Breakdown
🤖AI Can Automate (7)
- Develop environmental restoration project schedules and budgets.
- Provide technical direction on environmental planning to energy engineers, biologists, geologists, or other professionals working to develop restoration plans or strategies.
- Collect and analyze data to determine environmental conditions and restoration needs.
- Plan environmental restoration projects, using biological databases, environmental strategies, and planning software.
- 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.
- Create diagrams to communicate environmental remediation planning, using geographic information systems (GIS), computer-aided design (CAD), or other mapping or diagramming software.
👤Requires Humans (2)
- Supervise and provide technical guidance, training, or assistance to employees working in the field to restore habitats.
- Plan or supervise environmental studies to achieve compliance with environmental regulations in construction, modification, operation, acquisition, or divestiture of facilities such as power plants.
⚡AI-Assisted (14)
- Create habitat management or restoration plans, such as native tree restoration and weed control.
- 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.
- Inspect active remediation sites to ensure compliance with environmental or safety policies, standards, or regulations.
- Develop natural resource management plans, using knowledge of environmental planning or state and federal environmental regulatory requirements.
- Identify environmental mitigation alternatives, ensuring compliance with applicable standards, laws, or regulations.
- Identify short- and long-term impacts of environmental remediation activities.
Key Skills Analysis
Critical ThinkingAI-Resistant
Importance: 4.00/5.00
Reading ComprehensionAI-Vulnerable
Importance: 3.88/5.00
Active Listening
Importance: 3.88/5.00
WritingAI-Vulnerable
Importance: 3.88/5.00
Speaking
Importance: 3.88/5.00
Complex Problem SolvingAI-Resistant
Importance: 3.88/5.00
Judgment and Decision MakingAI-Resistant
Importance: 3.88/5.00
Monitoring
Importance: 3.75/5.00
Systems AnalysisAI-Vulnerable
Importance: 3.62/5.00
Science
Importance: 3.50/5.00
Active LearningAI-Resistant
Importance: 3.50/5.00
Systems Evaluation
Importance: 3.50/5.00
Social PerceptivenessAI-Resistant
Importance: 3.38/5.00
MathematicsAI-Vulnerable
Importance: 3.25/5.00
CoordinationAI-Resistant
Importance: 3.25/5.00
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Frequently Asked Questions
Based on our analysis, Environmental Restoration Planners have a low risk of AI replacement with a score of 38/100. This role requires significant human skills like creativity, empathy, and complex decision-making that AI cannot easily replicate.
Last updated: 2026-03-28· Data from O*NET 30.2 & Frey/Osborne automation research