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.
AI Impact Summary
Environmental Restoration Planners faces moderate AI displacement risk with a score of 32/100. This occupation has higher AI displacement risk than 51% of all analyzed occupations. Of 23 analyzed tasks, 4 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Environmental Restoration Planners skill gaps, ranked by relevance to your displacement risk profile.
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Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Creative Writing Specialization
by Wesleyan University
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.
Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
23 tasks analyzed
Collect and analyze data to determine environmental conditions and restoration needs.
Plan environmental restoration projects, using biological databases, environmental strategies, and planning software.
Develop and communicate recommendations for landowners to maintain or restore environmental conditions.
Communicate findings of environmental studies or proposals for environmental remediation to other restoration professionals.
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.
Supervise and provide technical guidance, training, or assistance to employees working in the field to restore habitats.
Develop environmental restoration project schedules and budgets.
Apply for permits required for the implementation of environmental remediation projects.
Create diagrams to communicate environmental remediation planning, using geographic information systems (GIS), computer-aided design (CAD), or other mapping or diagramming software.
Identify short- and long-term impacts of environmental remediation activities.
Provide technical direction on environmental planning to energy engineers, biologists, geologists, or other professionals working to develop restoration plans or strategies.
Conduct environmental impact studies to examine the ecological effects of pollutants, disease, human activities, nature, and climate change.
Conduct feasibility and cost-benefit studies for environmental remediation projects.
Review existing environmental remediation designs.
Create environmental models or simulations, using geographic information system (GIS) data and knowledge of particular ecosystems or ecological regions.
Develop natural resource management plans, using knowledge of environmental planning or state and federal environmental regulatory requirements.
Notify regulatory or permitting agencies of deviations from implemented remediation plans.
Identify environmental mitigation alternatives, ensuring compliance with applicable standards, laws, or regulations.
Inspect active remediation sites to ensure compliance with environmental or safety policies, standards, or regulations.
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.
Write grants to obtain funding for restoration projects.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Collect and analyze data to determine environmental conditions and restoration needs. | 60Estimated | 51.0% | 8% | |
| Plan environmental restoration projects, using biological databases, environmental strategies, and planning software. | 55Estimated | 49.0% | 8% | |
| Develop and communicate recommendations for landowners to maintain or restore environmental conditions. | 30Estimated | 27.0% | 5% | |
| Communicate findings of environmental studies or proposals for environmental remediation to other restoration professionals. | 35Estimated | 29.0% | 5% | |
| Conduct site assessments to certify a habitat or to ascertain environmental damage or restoration needs. | 35Estimated | 41.0% | 6% | |
| Create habitat management or restoration plans, such as native tree restoration and weed control. | 55Estimated | 49.0% | 6% | |
| Supervise and provide technical guidance, training, or assistance to employees working in the field to restore habitats. | 20Estimated | 23.0% | 5% | |
| Develop environmental restoration project schedules and budgets. | 87Estimated | 84.0% | 4% | |
| Apply for permits required for the implementation of environmental remediation projects. | 87Estimated | 84.0% | 3% | |
| Create diagrams to communicate environmental remediation planning, using geographic information systems (GIS), computer-aided design (CAD), or other mapping or diagramming software. | 72Estimated | 78.0% | 4% | |
| Identify short- and long-term impacts of environmental remediation activities. | 55Estimated | 49.0% | 4% | |
| Provide technical direction on environmental planning to energy engineers, biologists, geologists, or other professionals working to develop restoration plans or strategies. | 25Estimated | 25.0% | 4% | |
| Conduct environmental impact studies to examine the ecological effects of pollutants, disease, human activities, nature, and climate change. | 60Estimated | 51.0% | 5% | |
| Conduct feasibility and cost-benefit studies for environmental remediation projects. | 60Estimated | 51.0% | 4% | |
| Review existing environmental remediation designs. | 60Estimated | 51.0% | 3% | |
| Create environmental models or simulations, using geographic information system (GIS) data and knowledge of particular ecosystems or ecological regions. | 50Estimated | 47.0% | 4% | |
| Develop natural resource management plans, using knowledge of environmental planning or state and federal environmental regulatory requirements. | 65Estimated | 53.0% | 4% | |
| Notify regulatory or permitting agencies of deviations from implemented remediation plans. | 87Estimated | 84.0% | 2% | |
| Identify environmental mitigation alternatives, ensuring compliance with applicable standards, laws, or regulations. | 65Estimated | 53.0% | 4% | |
| Inspect active remediation sites to ensure compliance with environmental or safety policies, standards, or regulations. | 52Estimated | 70.0% | 4% | |
| Develop environmental management or restoration plans for sites with power transmission lines, natural gas pipelines, fuel refineries, geothermal plants, wind farms, or solar farms. | 48.52Observed | 46.4% | 3% | |
| Plan or supervise environmental studies to achieve compliance with environmental regulations in construction, modification, operation, acquisition, or divestiture of facilities such as power plants. | 50Estimated | 47.0% | 2% | |
| Write grants to obtain funding for restoration projects. | 70Estimated | 55.0% | 3% |
Protective Factors
Total protective discount: 32.1%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$80,060
per year
Mean Wage
$88,640
per year
Employment
85K
workers
Wage Range
$50,130 - $134,830
10th - 90th pct
Wage Distribution
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Environmental Restoration Planners professionals should diversify beyond them.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Systems Analysis
Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change