Brownfield Redevelopment Specialists and Site Managers
Plan and direct cleanup and redevelopment of contaminated properties for reuse. Does not include properties sufficiently contaminated to qualify as Superfund sites.
AI Impact Summary
Brownfield Redevelopment Specialists and Site Managers faces moderate AI displacement risk with a score of 30/100. This occupation has higher AI displacement risk than 36% 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 Mathematics 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.
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)
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Brownfield Redevelopment Specialists and Site Managers skill gaps, ranked by relevance to your displacement risk profile.
Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.
Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
Machine Learning Specialization
by Stanford / DeepLearning.AI
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
Google Project Management: Professional Certificate
by Google
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
Education 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
Coordinate on-site activities for environmental cleanup or remediation projects to ensure compliance with environmental laws, standards, regulations, or other requirements.
Estimate costs for environmental cleanup and remediation of land redevelopment projects.
Inspect sites to assess environmental damage or monitor cleanup progress.
Prepare reports or presentations to communicate brownfield redevelopment needs, status, or progress.
Identify environmental contamination sources.
Plan or implement brownfield redevelopment projects to ensure safety, quality, and compliance with applicable standards or requirements.
Review or evaluate environmental remediation project proposals.
Negotiate contracts for services or materials needed for environmental remediation.
Conduct feasibility or cost-benefit studies for environmental remediation projects.
Maintain records of decisions, actions, and progress related to environmental redevelopment projects.
Design or implement plans for surface or ground water remediation.
Design or conduct environmental restoration studies.
Coordinate the disposal of hazardous waste.
Prepare and submit permit applications for demolition, cleanup, remediation, or construction projects.
Develop or implement plans for the sustainable regeneration of brownfield sites to ensure regeneration of a wider area by providing environmental protection or economic and social benefits.
Conduct quantitative risk assessments for human health, environmental, or other risks.
Review or evaluate designs for contaminant treatment or disposal facilities.
Design or implement measures to improve the water, air, and soil quality of military test sites, abandoned mine land, or other contaminated sites.
Design or implement plans for structural demolition and debris removal.
Provide training on hazardous material or waste cleanup procedures and technologies.
Develop or implement plans for revegetation of brownfield sites.
Provide expert witness testimony on issues such as soil, air, or water contamination and associated cleanup measures.
Identify and apply for project funding.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Coordinate on-site activities for environmental cleanup or remediation projects to ensure compliance with environmental laws, standards, regulations, or other requirements. | 15Estimated | 21.0% | 8% | |
| Estimate costs for environmental cleanup and remediation of land redevelopment projects. | 55Estimated | 49.0% | 5% | |
| Inspect sites to assess environmental damage or monitor cleanup progress. | 20Estimated | 17.0% | 8% | |
| Prepare reports or presentations to communicate brownfield redevelopment needs, status, or progress. | 87Estimated | 84.0% | 5% | |
| Identify environmental contamination sources. | 50Estimated | 47.0% | 6% | |
| Plan or implement brownfield redevelopment projects to ensure safety, quality, and compliance with applicable standards or requirements. | 40Estimated | 43.0% | 7% | |
| Review or evaluate environmental remediation project proposals. | 55Estimated | 49.0% | 5% | |
| Negotiate contracts for services or materials needed for environmental remediation. | 20Estimated | 23.0% | 4% | |
| Conduct feasibility or cost-benefit studies for environmental remediation projects. | 55Estimated | 49.0% | 4% | |
| Maintain records of decisions, actions, and progress related to environmental redevelopment projects. | 92Estimated | 86.0% | 5% | |
| Design or implement plans for surface or ground water remediation. | 40Estimated | 43.0% | 4% | |
| Design or conduct environmental restoration studies. | 50Estimated | 47.0% | 4% | |
| Coordinate the disposal of hazardous waste. | 77Estimated | 80.0% | 4% | |
| Prepare and submit permit applications for demolition, cleanup, remediation, or construction projects. | 87Estimated | 84.0% | 4% | |
| Develop or implement plans for the sustainable regeneration of brownfield sites to ensure regeneration of a wider area by providing environmental protection or economic and social benefits. | 40Estimated | 43.0% | 4% | |
| Conduct quantitative risk assessments for human health, environmental, or other risks. | 50Estimated | 47.0% | 4% | |
| Review or evaluate designs for contaminant treatment or disposal facilities. | 50Estimated | 47.0% | 3% | |
| Design or implement measures to improve the water, air, and soil quality of military test sites, abandoned mine land, or other contaminated sites. | 40Estimated | 43.0% | 3% | |
| Design or implement plans for structural demolition and debris removal. | 40Estimated | 43.0% | 3% | |
| Provide training on hazardous material or waste cleanup procedures and technologies. | 30Estimated | 27.0% | 3% | |
| Develop or implement plans for revegetation of brownfield sites. | 50Estimated | 47.0% | 2% | |
| Provide expert witness testimony on issues such as soil, air, or water contamination and associated cleanup measures. | 10Estimated | 19.0% | 2% | |
| Identify and apply for project funding. | 60Estimated | 51.0% | 3% |
Protective Factors
Total protective discount: 32.4%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$136,550
per year
Mean Wage
$149,890
per year
Employment
631K
workers
Wage Range
$68,860 - $227,590
10th - 90th pct
Wage Distribution
Explore other career paths
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Brownfield Redevelopment Specialists and Site Managers 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.
- Mathematics
High reliance on Mathematics 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.
- 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.
- Coordination
Coordination 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.
- 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.
- Negotiation
Negotiation 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.
- Judgment and Decision Making
Judgment and Decision Making 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 3 scoring runs
overall change