Will sustainability specialists be replaced by AI?
Updated
Sustainability specialists score 60 of 100 for AI exposure. The largest share of their task time, 92%, is work AI speeds up while they stay in charge. AI can take over the other 8% outright.
- 8% AI can do it
- 92% AI helps
High exposure
Higher than 91% of the 923 occupations we scored.
Task by task
We graded 14 tasks, listed here from most to least exposed. AI can do 1 of them today, speeds up 13 and leaves 0 to people.
| Task | AI exposure |
|---|---|
| Monitor or track sustainability indicators, such as energy usage, natural resource usage, waste generation, and recycling. Meter, utility and waste logs can be pulled and tracked by software. | 68% AI can do it |
| Research or review regulatory, technical, or market issues related to sustainability. AI can search and summarise regulations and market data quickly. | 68% AI helps |
| Create marketing or outreach media, such as brochures or Web sites, to communicate sustainability issues, procedures, or objectives. AI drafts brochures, web copy and graphics, with human review and branding. | 65% AI helps |
| Develop reports or presentations to communicate the effectiveness of sustainability initiatives. AI drafts reports and slides from data, person checks and presents. | 62% AI helps |
| Create or maintain plans or other documents related to sustainability projects. AI can draft and update project plans, with a person taking responsibility for them. | 60% AI helps |
| Write grant applications, rebate applications, or project proposals to secure funding for sustainability projects. AI drafts grant and rebate applications from templates and project data. | 60% AI helps |
| Review and revise sustainability proposals or policies. AI can redline and draft policy text, but a person approves changes. | 55% AI helps |
| Provide technical or administrative support for sustainability programs or issues. Scheduling, correspondence and documentation support is largely drafted by AI. | 50% AI helps |
| Assess or propose sustainability initiatives, considering factors such as cost effectiveness, technical feasibility, and acceptance. AI can model costs and options, but acceptance needs human judgement. | 45% AI helps |
| Collect information about waste stream management or green building practices to inform decision makers. Desk research and form data gathering are AI-assisted, but site collection is manual. | 45% AI helps |
Show the other 4 tasks
| Task | AI exposure |
|---|---|
| Identify or create new sustainability indicators. AI can propose candidate indicators, but choosing them needs domain judgement. | 40% AI helps |
| Identify or procure needed resources to implement sustainability programs or projects. Vendor research is AI-aided, but negotiation and sourcing need people. | 38% AI helps |
| Identify or investigate violations of natural resources, waste management, recycling, or other environmental policies. Records can be screened by AI, but investigations need site visits and evidence. | 35% AI helps |
| Develop sustainability project goals, objectives, initiatives, or strategies in collaboration with other sustainability professionals. Strategy setting depends on stakeholder buy-in and leadership judgement. | 22% AI helps |
How sustainability specialists compare
All occupations (923)
Business and financial operations (48)
Pay and outlook in the US
- Median pay
- $83,050 a year, May 2025
- People employed
- 271,772 in the US, May 2025
- Projected change in jobs
- +3.9% from 2024 to 2034
Skills to build
- Run stakeholder workshops to set sustainability goals and targets
- Conduct site visits to audit waste streams and green buildings
- Build Power BI dashboards tracking energy, water and waste indicators
- Pull meter and procurement records from SAP software
- Review grant and rebate applications against project data before submission
- Present sustainability results to leadership in PowerPoint
Safer roles nearby
5 related occupations with lower scores.
Questions about sustainability specialists and AI
Will AI replace sustainability specialists?
Partly. About 5 in 10 working hours go to tasks AI can already do, mostly tracking sustainability indicators and researching regulations. Strategy, site investigations and procurement stay with people, since those need judgement, evidence and negotiation.
Which tasks is AI taking over for sustainability specialists?
Monitoring energy, water and waste indicators is the task AI takes over first, with an exposure score of 68. Software pulls meter, utility and waste logs and tracks them automatically, while AI searches and summarizes regulations, a task with the same score of 68.
Which tasks stay human for sustainability specialists?
Strategy setting, violation investigations and procurement stay with people. Strategy depends on stakeholder buy-in and leadership judgement, investigations need site visits and evidence, and vendor negotiation needs a person at the table.
How do sustainability specialists stay valuable?
Take on the work that needs people first. Lead stakeholder sessions on strategy, walk waste streams and green building sites yourself, and sign off on every grant and rebate application. Then use Power BI or Tableau to define the indicators and check the dashboards AI builds.
Related jobs
Next steps for sustainability specialists
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.
Related topics
- Jobs AI can't replaceCement masons score lowest, at 8.
- Jobs most at risk from AIProofreaders score highest, at 76.
- High-paying jobs with low AI exposureRadiologists earn a median $420,860 and score 46.
- Entry-level jobs with low AI exposureCement masons need little prior training and score 8.
- Jobs AI speeds up the mostFor natural sciences managers, AI speeds up 96% of task time.
- AI and jobs in Malta15 iGaming roles graded task by task.
- Skills that keep work humanThe skills to build in the jobs AI changes least.
- Jobs A to ZEvery job we publish, by first letter.
- AI exposure by industryAverage scores for 22 occupation groups.
- Write a CV screening software can readHow applicant tracking systems read a CV, and what to change.
- AI for businessesThe tasks to automate first in each team and industry.
- How we score AI exposureThe grading, the weights and every source.