Resilient
Last Update: 10/7/2026
AI Resilience Score for Brownfield Redevelopment:
73.9%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
High
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
High
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
High
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
Most data sources align, with only minor variation. This is a well-supported result.
AI Resilience Report forBrownfield Redevelopment Specialists and Site Managers
$141,900 median salary•100,900 annual openings•SOC Code: 11-9199.11
Brownfield Redevelopment Specialists and Site Managers are more resilient to AI impacts than most occupations, according to our analysis of 6 sources.
Brownfield Redevelopment Specialists are labeled "Resilient" because the most important parts of the job, like negotiating contracts, designing site plans, engaging with communities, and making high-stakes judgment calls, are exactly the kinds of tasks that AI struggles to handle on its own. While AI is genuinely helping with things like data analysis, document processing, and tracking how pollutants move through soil and water, those tools are being used to support specialists rather than replace them.
Learn more about how you can thrive in this position
This role is resilient
Brownfield Redevelopment Specialists are labeled "Resilient" because the most important parts of the job, like negotiating contracts, designing site plans, engaging with communities, and making high-stakes judgment calls, are exactly the kinds of tasks that AI struggles to handle on its own. While AI is genuinely helping with things like data analysis, document processing, and tracking how pollutants move through soil and water, those tools are being used to support specialists rather than replace them.
Read full analysisAnalysis of current AI resilience
Brownfield Redevelopment
Updated quarterly
How can Brownfield Redevelopment prepare for AI?
Latest AI news for Brownfield Redevelopment
These articles highlight the evolving role of AI in the brownfield redevelopment sector. The first article showcases how AI can transform polluted properties into valuable data centers, illustrating the potential for economic revitalization. The second article emphasizes the promising job outlook for Brownfield Redevelopment Specialists, who are crucial in navigating these projects. Finally, understanding AI's impact on job displacement, as discussed in the third article, prepares students to adapt and thrive in a changing landscape. This combination of innovation and job security underscores the resilience of this career path in the face of technological advancements.
Occupation Details | CareerZone | Department of Labor
careerzone.labor.ny.gov • 9/20/2026
Brownfield Redevelopment Specialists and Site Managers. Bright Outlook Green Job. $84,090.00. Starting NY Salary. Degree Needed - Four-year college. Preparation. Read more
Brownfield Redevelopment Specialists and Site Managers: AI Risk ...
www.willaitakemyjob.app • 9/20/2026
Baseline AI displacement risk for Brownfield Redevelopment Specialists and Site Managers, aggregated from 6 research sources. What this score means. Brownfield ...
No one wanted to redevelop this polluted property. Then came AI.
www.politico.com • 3/31/2026
The Trump administration sees abandoned industrial sites as ripe for building data centers. A Wisconsin city offers an $8 billion test case.
More Career Info
Career: Brownfield Redevelopment Specialists and Site Managers
They clean up and manage old, unused sites to make them safe and ready for new buildings or parks.
Parent Careers
Similar Careers
Employment & Wage Data
Median Wage
$141,900
Jobs (2025)
1,338,800
Growth (2025-35)
+4.9%
Annual Openings
100,900
Education
Bachelor's degree
Experience
Less than 5 years
Source: Bureau of Labor Statistics, Employment Projections 2025-2035
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Provide expert witness testimony on issues such as soil, air, or water contamination and associated cleanup measures.
2
Negotiate contracts for services or materials needed for environmental remediation.
3
Design or implement plans for structural demolition and debris removal.
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.
5
Plan or implement brownfield redevelopment projects to ensure safety, quality, and compliance with applicable standards or requirements.
6
Design or implement measures to improve the water, air, and soil quality of military test sites, abandoned mine land, or other contaminated sites.
7
Design or implement plans for surface or ground water remediation.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.
