AITakeover Tracker
36%medium risk

Brownfield Redevelopment Specialists and Site Managers

SOC: 11-9199.11 · Job Zone 4 (Considerable preparation)

Plan and direct cleanup and redevelopment of contaminated properties for reuse. Does not include properties sufficiently contaminated to qualify as Superfund sites.

MediumEst. full displacement: 20412051high confidence
Raw task score: 49.3Protective discount: 26.6%22 tasks scoredModel: v1.0_gemini-3-1-pro-preview_20260228

AI Impact Summary

Brownfield Redevelopment Specialists and Site Managers faces moderate AI displacement risk with a score of 36/100. Significant displacement is estimated between 2041 and 2051. Of 22 analyzed tasks, 4 are highly automatable, particularly in routine_cognitive. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

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

$68,860Median: $136,550$227,590

Protective Factors

Total protective discount: 26.6%

Skill Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (7)

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (5)

Critical ThinkingJudgment and Decision MakingWritingSystems AnalysisActive Learning

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.

  • 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

    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.

  • 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.

  • Negotiation

    Negotiation is AI-resistant — strengthening this skill provides durable career protection.

  • Social Perceptiveness

    Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

  • Persuasion

    Persuasion 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.

  • 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.

  • Writing

    Writing 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.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Task Breakdown

22 tasks analyzed

Coordinate on-site activities for environmental cleanup or remediation projects to ensure compliance with environmental laws, standards, regulations, or other requirements.

Non-Routine InterpersonalAI: 10Risk: 19.0Time: 10%

Estimate costs for environmental cleanup and remediation of land redevelopment projects.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 6%

Inspect sites to assess environmental damage or monitor cleanup progress.

Non-Routine AnalyticalAI: 45Risk: 45.0Time: 8%

Prepare reports or presentations to communicate brownfield redevelopment needs, status, or progress.

Routine CognitiveAI: 90Risk: 85.2Time: 6%

Identify environmental contamination sources.

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 6%

Plan or implement brownfield redevelopment projects to ensure safety, quality, and compliance with applicable standards or requirements.

Non-Routine AnalyticalAI: 45Risk: 45.0Time: 8%

Review or evaluate environmental remediation project proposals.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 5%

Negotiate contracts for services or materials needed for environmental remediation.

Non-Routine InterpersonalAI: 15Risk: 21.0Time: 5%

Conduct feasibility or cost-benefit studies for environmental remediation projects.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 5%

Maintain records of decisions, actions, and progress related to environmental redevelopment projects.

Routine CognitiveAI: 90Risk: 85.2Time: 5%

Design or implement plans for surface or ground water remediation.

Non-Routine AnalyticalAI: 45Risk: 45.0Time: 4%

Design or conduct environmental restoration studies.

Non-Routine AnalyticalAI: 45Risk: 45.0Time: 4%

Coordinate the disposal of hazardous waste.

Routine CognitiveAI: 60Risk: 73.2Time: 4%

Prepare and submit permit applications for demolition, cleanup, remediation, or construction projects.

Routine CognitiveAI: 85Risk: 83.2Time: 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.

Non-Routine AnalyticalAI: 50Risk: 47.0Time: 4%

Conduct quantitative risk assessments for human health, environmental, or other risks.

Non-Routine AnalyticalAI: 55Risk: 49.0Time: 4%

Review or evaluate designs for contaminant treatment or disposal facilities.

Non-Routine AnalyticalAI: 55Risk: 49.0Time: 3%

Design or implement measures to improve the water, air, and soil quality of military test sites, abandoned mine land, or other contaminated sites.

Non-Routine AnalyticalAI: 45Risk: 45.0Time: 3%

Design or implement plans for structural demolition and debris removal.

Non-Routine AnalyticalAI: 40Risk: 43.0Time: 2%

Provide training on hazardous material or waste cleanup procedures and technologies.

Non-Routine InterpersonalAI: 35Risk: 29.0Time: 2%

Develop or implement plans for revegetation of brownfield sites.

Non-Routine AnalyticalAI: 45Risk: 45.0Time: 2%

Provide expert witness testimony on issues such as soil, air, or water contamination and associated cleanup measures.

Non-Routine InterpersonalAI: 5Risk: 17.0Time: 2%

Community Assessment

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Career Planning

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