Sustainability Specialists

Sustainability Specialists score 61 out of 100, which is high exposure to AI. That ranks #91 of 923 US occupations, where #1 is the most exposed. Of the 14 tasks in this job, AI could speed up 3 on its own and 11 more with extra software built on top of it. In April–May 2026, 3 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

61/ 100

High

Rank: #91of 923 jobs
US workers: 1,087,090for Business Operations Specialists, All Other
Median pay: $83,050a year
In real AI use: 3 of 14tasks, April–May 2026

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Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

AI can speed this up on its own: 3 (21%)
AI can speed this up with extra software: 11 (79%)
Little or no AI speed-up: 0 (0%)

Review and revise sustainability proposals or policies.AI can speed this up on its own · core task
Create or maintain plans or other documents related to sustainability projects.AI can speed this up on its own · core task
Write grant applications, rebate applications, or project proposals to secure funding for sustainability projects.AI can speed this up on its own · core task
Develop sustainability project goals, objectives, initiatives, or strategies in collaboration with other sustainability professionals.AI can speed this up with extra software · core task
Monitor or track sustainability indicators, such as energy usage, natural resource usage, waste generation, and recycling.AI can speed this up with extra software · core task
Assess or propose sustainability initiatives, considering factors such as cost effectiveness, technical feasibility, and acceptance.AI can speed this up with extra software · core task · Seen in real AI use
Provide technical or administrative support for sustainability programs or issues.AI can speed this up with extra software · core task · Seen in real AI use
Develop reports or presentations to communicate the effectiveness of sustainability initiatives.AI can speed this up with extra software · core task
Collect information about waste stream management or green building practices to inform decision makers.AI can speed this up with extra software · core task
Research or review regulatory, technical, or market issues related to sustainability.AI can speed this up with extra software · core task
Identify or investigate violations of natural resources, waste management, recycling, or other environmental policies.AI can speed this up with extra software · core task
Identify or create new sustainability indicators.AI can speed this up with extra software · core task
Create marketing or outreach media, such as brochures or Web sites, to communicate sustainability issues, procedures, or objectives.AI can speed this up with extra software · core task · Seen in real AI use
Identify or procure needed resources to implement sustainability programs or projects.AI can speed this up with extra software · core task

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Questions about sustainability specialists and AI

Will AI replace sustainability specialists?

Probably not entirely, but the job is likely to change a lot. Sustainability Specialists score 61 out of 100 (high exposure), #91 of 923 US jobs. AI could speed up 14 of the job's 14 tasks, 3 of them on its own. Exposure means the work is likely to change, not that the job will disappear.

Which sustainability specialists tasks can AI do?

The most exposed tasks include "Review and revise sustainability proposals or policies"; "Create or maintain plans or other documents related to sustainability projects"; "Write grant applications, rebate applications, or project proposals to secure funding for sustainability projects".

Which sustainability specialists tasks are hardest for AI?

Every task in this job has some AI exposure, though 11 of them need extra software built around the AI.

Are people already using AI for this work?

Yes. In April–May 2026, 3 of the 14 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as sustainability specialists, and what do they earn?

About 1,087,090 people in the US (figure for Business Operations Specialists, All Other), with median pay of $83,050 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.