# Will brownfield redevelopment specialists be replaced by AI? Updated October 2026 Brownfield redevelopment specialists score 49 of 100 for AI exposure. The largest share of their task time, 80%, is work AI speeds up while they stay in charge. AI can take over 10% outright, and 10% stays with people. - **10%** AI can do it - **80%** AI helps - **10%** Needs a person Moderate exposure Higher than 72% of the 923 occupations we scored. ## Task by task We graded 23 tasks, listed here from most to least exposed. AI can do 2 of them today, speeds up 19 and leaves 2 to people. | Task | AI exposure | | --- | --- | | Prepare reports or presentations to communicate brownfield redevelopment needs, status, or progress. AI drafts status reports and slides from project data. | 70% AI can do it | | Maintain records of decisions, actions, and progress related to environmental redevelopment projects. AI keeps logs and summarizes records from project files. | 70% AI can do it | | Prepare and submit permit applications for demolition, cleanup, remediation, or construction projects. AI drafts permit forms and supporting narratives; engineer certifies. | 62% AI helps | | Identify and apply for project funding. AI finds grants and drafts applications; a person certifies. | 60% AI helps | | Review or evaluate environmental remediation project proposals. AI screens proposals against criteria and summarizes; reviewer decides. | 60% AI helps | ## How brownfield redevelopment specialists compare All occupations (923) Management (56) **Brownfield redevelopment specialists score 49**, marked by the dark line. Each dot is a score, darker where more occupations share it. The short marks show the averages, 37 for all occupations and 46 for management. ## Pay and outlook in the US Median pay $141,900 a year, May 2025 People employed 103,698 in the US, May 2025 Projected change in jobs +4.9% from 2024 to 2034 ## Skills to build - Collect soil and groundwater samples during site inspections - Coordinate live cleanup work with crews and inspectors - Build feasibility and cost-benefit models in Microsoft Excel - Schedule remediation phases and crews in Microsoft Project - Hold a professional engineer licence to certify permit applications ## Safer roles nearby 5 related occupations with lower scores. - [Conservation scientists43 out of 100](https://www.aigentcy.com/ai-exposure/conservation-scientists/) - [Environmental technicians44 out of 100](https://www.aigentcy.com/ai-exposure/environmental-technicians/) - [Wastewater engineers48 out of 100](https://www.aigentcy.com/ai-exposure/wastewater-engineers/) - [Water resource specialists44 out of 100](https://www.aigentcy.com/ai-exposure/water-resource-specialists/) - [Environmental engineering technicians47 out of 100](https://www.aigentcy.com/ai-exposure/environmental-engineering-technicians/) ## Questions about brownfield redevelopment specialists and AI Will AI replace brownfield redevelopment specialists? Partly. About 4 in 10 working hours go to tasks AI can already do, mostly drafting status reports and slides and keeping project records and logs. Site inspections, crew coordination and certifying permits stay with people. Which tasks will AI take over for brownfield redevelopment specialists? AI takes over the paperwork, starting with status reports and slides, project logs, and first drafts of permit forms and grant applications. Reports and records score highest at exposure 70 because they are built from project data and files that AI can read directly. A person still certifies each permit and grant before it is submitted. Which tasks stay human for brownfield redevelopment specialists? Site work stays with people, including inspections, on-site coordination and expert testimony. Inspections score 18 and on-site coordination 20 because sampling and site walks need people on the ground and crews need live direction. AI can draft a testimony summary, while a person gives the testimony and carries the liability. How can brownfield redevelopment specialists stay valuable? Take responsibility for the site work and the sign-off. Run sampling and inspections yourself, coordinate live with crews and inspectors, and certify permit and funding submissions under your name. Use AI to draft reports in Word and PowerPoint, then check every figure against the source files in Excel. ## Related jobs - [Environmental scientists51 out of 100](https://www.aigentcy.com/ai-exposure/environmental-scientists/) - [Civil engineers45 out of 100](https://www.aigentcy.com/ai-exposure/civil-engineers/) - [Project managers53 out of 100](https://www.aigentcy.com/ai-exposure/project-managers/) - [Sustainability specialists60 out of 100](https://www.aigentcy.com/ai-exposure/sustainability-specialists/) ## Next steps for brownfield redevelopment specialists - ### Check your job Your job title is a rough guide. Your actual tasks decide your score. Paste your job description or CV and see which of your tasks AI can do. [Check your job](https://www.aigentcy.com/tools/ai-exposure-checker/) [Check your CV](https://www.aigentcy.com/tools/cv-checker/) ### Check which roles in your team AI can take on We map your team's tasks, show what AI can do today and build the automations that pay back first. [Book an AI audit](https://www.aigentcy.com/audit/) ## Related topics - [**Jobs AI can't replace**Cement masons score lowest, at 8.](https://www.aigentcy.com/ai-exposure/jobs-ai-cant-replace/) - [**Jobs most at risk from AI**Proofreaders score highest, at 76.](https://www.aigentcy.com/ai-exposure/jobs-most-exposed-to-ai/) - [**High-paying jobs with low AI exposure**Radiologists earn a median $420,860 and score 46.](https://www.aigentcy.com/ai-exposure/high-paying-jobs-low-ai-exposure/) - [**Entry-level jobs with low AI exposure**Cement masons need little prior training and score 8.](https://www.aigentcy.com/ai-exposure/entry-level-jobs-low-ai-exposure/) - [**Jobs AI speeds up the most**For natural sciences managers, AI speeds up 96% of task time.](https://www.aigentcy.com/ai-exposure/jobs-ai-speeds-up/) - [**AI and jobs in Malta**15 iGaming roles graded task by task.](https://www.aigentcy.com/ai-exposure/malta/) - [**Skills that keep work human**The skills to build in the jobs AI changes least.](https://www.aigentcy.com/ai-exposure/skills/) - [**Jobs A to Z**Every job we publish, by first letter.](https://www.aigentcy.com/ai-exposure/jobs/) - [**AI exposure by industry**Average scores for 22 occupation groups.](https://www.aigentcy.com/ai-exposure/industries/) - [**Write a CV screening software can read**How applicant tracking systems read a CV, and what to change.](https://www.aigentcy.com/ai-exposure/cv-screening-guide/) - [**AI for businesses**The tasks to automate first in each team and industry.](https://www.aigentcy.com/ai-for/) - [**How we score AI exposure**The grading, the weights and every source.](https://www.aigentcy.com/ai-exposure/methodology/) Occupation data from the O\*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), used under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) and modified by Aigentcy. O\*NET® is a trademark of USDOL/ETA. Wage, employment and projection data from the U.S. Bureau of Labor Statistics. EU occupation names from ESCO, European Commission. AI usage signals from the Anthropic Economic Index (CC BY) and Microsoft Research (CC BY 4.0). [Methodology and sources](https://www.aigentcy.com/ai-exposure/methodology/). Scores © Aigentcy. Quote them with a link to the page.