AI exposure by occupation, O*NET 13-1199.05
Will AI replace Sustainability Specialists?
Sustainability Specialists: AI can already handle 9 of 14 tasks; the work mostly needs a frontier-tier model.
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Every task, scored
The 14 tasks O*NET 30.3 lists for Sustainability Specialists, from most to least exposed. 9 reach 60 or more, the level at which AI already handles a task.
| Task | AI exposure | Evidence | Model tier |
|---|---|---|---|
| Monitor or track sustainability indicators, such as energy usage, natural resource usage, waste generation, and recycling. | Estimated | Standard | |
| Provide technical or administrative support for sustainability programs or issues. | Estimated | Standard | |
| Identify or investigate violations of natural resources, waste management, recycling, or other environmental policies. | Estimated | Efficient | |
| Identify or create new sustainability indicators. | Estimated | Efficient | |
| Identify or procure needed resources to implement sustainability programs or projects. | Estimated | Efficient | |
| Write grant applications, rebate applications, or project proposals to secure funding for sustainability projects. | Estimated | Efficient | |
| Assess or propose sustainability initiatives, considering factors such as cost effectiveness, technical feasibility, and acceptance. | Estimated | Frontier | |
| Review and revise sustainability proposals or policies. | Estimated | Frontier | |
| Research or review regulatory, technical, or market issues related to sustainability. | Estimated | Efficient | |
| Develop sustainability project goals, objectives, initiatives, or strategies in collaboration with other sustainability professionals. | Estimated | Frontier | |
| Create or maintain plans or other documents related to sustainability projects. | Estimated | Frontier | |
| Develop reports or presentations to communicate the effectiveness of sustainability initiatives. | Estimated | Efficient | |
| Create marketing or outreach media, such as brochures or Web sites, to communicate sustainability issues, procedures, or objectives. | Observed | Standard | |
| Collect information about waste stream management or green building practices to inform decision makers. | Estimated | No tier |
Observed: scored from AI use recorded in the Anthropic Economic Index (June 2026 release), 1 of 14 tasks. Estimated: scored from the task's O*NET 30.3 work activity, 13 of 14. Importance is O*NET's 1 to 5 rating of how central the task is. Model tier is the lowest tier that can do the task under the published rubric; "No tier" marks hands-on work.
The model tier this role needs
A frontier-tier model or lower covers 93% of the role's importance-weighted task work. 93% of the work is something AI can address at some tier, and 7% is hands-on.
Efficient, standard and frontier tiers come from the JobRoute model tier reference. The recommended tier is the lowest one that covers 80% of the work AI can address. How the method works.
Wages, employment and outlook
- US employment
- 1,087,090
- Median annual wage
- $83,050
- Middle half of earners
- $62,640 to $114,010
- Projected change, 2024 to 2034
- +3.0%
Employment and wages: BLS Occupational Employment and Wage Statistics, May 2025, national. Projection: BLS Employment Projections 2024 to 2034. BLS publishes these figures by SOC code, so O*NET occupations that share a SOC code show the same figures.
Adjacent roles
The occupations that reuse the most of this role's skills, with the usual time to move. These are the first places to look when you plan to redeploy or retrain people in this role.
- Chief Sustainability Officers 75% skill overlap, about 9 months to move Exposure55
- Environmental Scientists and Specialists, Including Health 66% skill overlap, about 12 months to move Exposure54
- Energy Engineers, Except Wind and Solar 66% skill overlap, about 12 months to move Exposure57
- Industrial Ecologists 65% skill overlap, about 13 months to move Exposure63
- Solar Energy Systems Engineers 64% skill overlap, about 13 months to move Exposure58
Skill overlap and transition time from the JobRoute role adjacency graph on O*NET 30.3 skills.
Questions about Sustainability Specialists and AI
Will AI replace Sustainability Specialists?
AI already handles 9 of the 14 tasks O*NET lists for this occupation, at a task exposure of 60 or more, and the role's importance-weighted exposure is 60 out of 100. JobRoute scores tasks, not whole jobs, so the score shows how much of the work changes rather than whether the job disappears. BLS projects employment to change by +3.0% from 2024 to 2034.
What is the AI exposure of Sustainability Specialists?
60 out of 100 on JobRoute's task exposure measure, the importance-weighted average of the role's O*NET task scores. Higher means more of the work is AI-doable today. 1 of the 14 task scores are observed in the Anthropic Economic Index (June 2026 release), and the other 13 are estimated from each task's O*NET work activity.
Which Sustainability Specialists tasks can AI already do?
The tasks with the highest exposure are: Monitor or track sustainability indicators, such as energy usage, natural resource usage, waste generation, and recycling; Provide technical or administrative support for sustainability programs or issues; Identify or investigate violations of natural resources, waste management, recycling, or other environmental policies. They are three of the 9 tasks that reach 60 or more.
What AI model tier does this role need?
A frontier-tier model or lower covers 93% of the role's importance-weighted task work. JobRoute assigns each task the lowest tier that can do it under a published rubric and recommends the lowest tier that covers 80% of the work AI can address.
How many people work as Sustainability Specialists, and what do they earn?
1,087,090 people in the United States, with a median annual wage of $83,050 (BLS Occupational Employment and Wage Statistics, May 2025). BLS Employment Projections expect a change of +3.0% from 2024 to 2034.
How to cite
Data version 2026-11-02, JobRoute method v1.0.0. Download all occupations or this occupation as JSON. Methodology.
JobRoute (2026). AI exposure: Sustainability Specialists. Data version 2026-11-02, method v1.0.0. Built on O*NET 30.3, BLS OEWS May 2025 and the Anthropic Economic Index (June 2026). CC BY 4.0. https://www.jobroute.ai/jobs/sustainability-specialists
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