Occupation baseline · Research consensus
Will AI replace Chief Sustainability Officers?
Baseline AI displacement risk for Chief Sustainability Officers, aggregated from 6 research sources.
What this score means
Chief Sustainability Officers leans toward the safer end for Management. Parts of the role touch tasks AI is getting good at, but the core still depends on hands on work or judgment that resists automation. At 36 out of 100 it sits close to the Management average of 37. Across the 6 sources behind this baseline, individual estimates run from 14 to 57, so the score is a weighted consensus rather than any single figure.
The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works
What this job actually involves
Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Chief Sustainability Officers, most central first, showing 12 of 18.
- 01Monitor and evaluate effectiveness of sustainability programs.
- 02Develop or execute strategies to address issues such as energy use, resource conservation, recycling, pollution reduction, waste elimination, transportation, education, and building design.
- 03Develop, or oversee the development of, sustainability evaluation or monitoring systems.
- 04Supervise employees or volunteers working on sustainability projects.
- 05Develop sustainability reports, presentations, or proposals for supplier, employee, academia, media, government, public interest, or other groups.
- 06Develop, or oversee the development of, marketing or outreach media for sustainability projects or events.
- 07Identify and evaluate pilot projects or programs to enhance the sustainability research agenda.
- 08Create and maintain sustainability program documents, such as schedules and budgets.
- 09Formulate or implement sustainability campaign or marketing strategies.
- 10Research environmental sustainability issues, concerns, or stakeholder interests.
- 11Direct sustainability program operations to ensure compliance with environmental or governmental regulations.
- 12Evaluate and approve proposals for sustainability projects, considering factors such as cost effectiveness, technical feasibility, and integration with other initiatives.
Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.
The research behind this score
This baseline aggregates 6 research sources that scored Chief Sustainability Officers for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.
- 01Anthropic Economic Index 2026 - AI Task Exposure · 2026Anthropic
- 02Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
- 03Generative AI and Jobs: A Refined Global Index of Occupational Exposure · 2025International Labour Organization, Working Paper 140 (2025)
- 04Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
- 05GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
- 06AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)
Common questions
- How likely is AI to replace Chief Sustainability Officers?
- Published research puts Chief Sustainability Officers at 36 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 6 research sources and describes the typical version of the role, not any individual.
- Do researchers agree on the risk for Chief Sustainability Officers?
- Only partly. Individual estimates for Chief Sustainability Officers run from 14 to 57 out of 100 across the 6 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
- Which management roles face similar AI exposure?
- The closest published management roles to Chief Sustainability Officers by score are Education Administrators, All Other (36/100), Funeral Home Managers (36/100), and Natural Sciences Managers (36/100). Each has its own page with the research behind its number.
Also covers
CSR and Sustainability VP (Corporate Social Responsibility and Sustainability Vice President) · Chief Environmental Commitment Officer (CECO) · Chief Green Officer (CGO) · Chief Sustainability Officer (CSO) · Climate Change and Sustainability Manager · Corporate Sustainability Manager · Corporate Sustainability Process Manager · ESG Manager (Environmental, Social, and Corporate Governance Manager) and related titles
Estimated displacement window
The dated estimate for this role is included in the full personalised report.
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More management occupations
- Education Administrators, Kindergarten through Secondary37/100
- Education Administrators, All Other36/100
- Funeral Home Managers36/100
- Natural Sciences Managers36/100
- Security Managers36/100
- Compensation and Benefits Managers35/100
- Construction Managers35/100
- Education Administrators, Postsecondary35/100
Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.