Will AI replace Sustainability Specialists?
AI reaches most of this job’s work.
68/100
Very high exposure
More exposed to AI than 96% of US workers.
- AI already used in
- 5% of the work
- As AI tools mature: up to
- 94% of the work
What the job involves
Address organizational sustainability issues, such as waste stream management, green building practices, and green procurement plans.
Where AI reaches the work
The job’s main tasks, heaviest first, by how far AI reaches them.
Already happening(1)
- Create marketing or outreach media, such as brochures or Web sites, to communicate sustainability issues, procedures, or objectives.
Within reach(12)
- Develop sustainability project goals, objectives, initiatives, or strategies in collaboration with other sustainability professionals.
- Monitor or track sustainability indicators, such as energy usage, natural resource usage, waste generation, and recycling.
- Assess or propose sustainability initiatives, considering factors such as cost effectiveness, technical feasibility, and acceptance.
- Provide technical or administrative support for sustainability programs or issues.
- Review and revise sustainability proposals or policies.
and 7 more
Out of reach(1)
- Identify or procure needed resources to implement sustainability programs or projects.
Also called
Sustainability Specialist · Sustainability Consultant · Sustainability Coordinator · Campus Energy Coordinator · Energy and Sustainability Strategic Advisor · Sustainability Advisor · Sustainability Champion · Sustainable Design Champion
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What these numbers mean
The score is the share of this job’s work, weighted by how important and frequent each task is, that AI could do in half the time: tasks an AI model could do alone count in full, tasks that need software built on AI count half.
“AI already used” is the share of the work in tasks where people are recorded using AI today. “As AI tools mature” counts every task AI could halve, with or without extra software.
The percentile compares the score with every job’s, weighted by how many people in the US do each one. Exposure means AI could change how the work is done, not that the job goes away. These are estimates for the typical job, not predictions.
Sources
- O*NET 31.0 Database, U.S. Department of Labor, Employment and Training Administration
- GPTs are GPTs: Labor market impact potential of LLMs (task labels), Eloundou, Manning, Mishkin & Rock (2023), OpenAI and University of Pennsylvania
- Anthropic Economic Index: labor market impacts (task penetration), Anthropic
- Occupational Employment and Wage Statistics, May 2025 (national and metropolitan areas), U.S. Bureau of Labor Statistics