Sustainability Data Analyst
GrowingMeasuring and reporting environmental performance through rigorous data analysis
Sustainability Data Analyst Salary
United Kingdom
£32,000 – £60,000
United States
$60,000 – $100,000
Varies by location, sector, and experience. Last updated: 2025.
What Is a Sustainability Data Analyst?
A Sustainability Data Analyst collects, processes, and analyses environmental and operational data to measure, report, and improve an organisation's sustainability performance. The role sits at the intersection of data analytics and sustainability strategy — translating raw emissions, energy, water, waste, and supply chain data into credible metrics, regulatory reports, and insight that informs business decisions. Sustainability Data Analysts are distinct from Sustainability Managers or ESG Consultants in that their primary contribution is analytical rigour rather than strategy or stakeholder engagement.
The role is growing rapidly as regulatory reporting requirements tighten globally — TCFD, CSRD, SEC climate disclosure rules, and the UK's Streamlined Energy and Carbon Reporting framework are all creating mandatory data obligations that organisations cannot meet without dedicated analytical capability. Practitioners work in corporate sustainability teams, ESG consultancies, financial services organisations, and technology companies building sustainability reporting platforms. The combination of environmental domain knowledge and data engineering capability remains uncommon, which keeps the role consistently in demand.
What Does a Sustainability Data Analyst Do?
- Collect, clean, and validate sustainability data across Scope 1, 2, and 3 emissions, energy, water, and waste
- Build and maintain data pipelines and reporting models for sustainability metrics and regulatory disclosures
- Analyse sustainability performance data to identify trends, anomalies, and concrete improvement opportunities
- Produce sustainability reports and disclosures aligned with regulatory frameworks and voluntary standards
- Develop and maintain carbon accounting models and emissions factor databases for accurate reporting
- Collaborate with procurement, operations, and finance teams to improve supply chain emissions data quality
Sustainability Data Analyst Skills
Hard Skills
- Data Analysis
- SQL
- Statistical Modelling
- Data Pipeline Orchestration
- Reporting and Visualisation
- Regulatory Compliance
- ESG Reporting
- Python
- Data Quality Management
- Data Governance
Soft Skills
- Analytical RigourEnsuring emissions and energy metrics meet reporting standards
- Attention to DetailData accuracy across TCFD, CSRD, and SECR frameworks
- CommunicationTranslating sustainability data for non-analytical audiences
- ObjectivityImpartial assessment of organisational sustainability performance
- Stakeholder ManagementWorking across finance, operations, and ESG teams
- CuriosityProbing data to surface sustainability improvement opportunities
Sustainability Data Analyst Tools & Software
How to Become a Sustainability Data Analyst
Typical Route
Most Sustainability Data Analysts hold a Bachelor's in Environmental Science, Geography, Economics, or Data Science. US universities with strong environmental and sustainability programs include UC Santa Barbara, the University of Michigan's School for Environment and Sustainability, and Duke's Nicholas School of the Environment. A Master's in Environmental Data Science, Sustainability Management, or Climate Policy is increasingly common for roles in corporate ESG reporting and federal environmental analytics. Many practitioners add graduate conversion into data science.
Alternative Route
GHG Protocol training and CDP disclosure training are the most directly relevant credentials for the carbon accounting dimension of the role and are preparation targets for practitioners entering corporate ESG functions. The Sustainability Accounting Standards Board (SASB) offers FSA credential preparation relevant to finance-adjacent reporting roles. Coursera's Sustainability and Data Science specialisations provide structured entry foundations. Voluntary ESG projects using open datasets — EPA emissions data, SEC climate disclosures — provide credible early portfolio evidence.
A Day in the Life of a Sustainability Data Analyst
Morning
Afternoon
Sustainability Data Analyst Career Path
Sustainability Analyst / Junior ESG Analyst
0–2 yrs
Sustainability Data Analyst
2–4 yrs
Senior Sustainability Data Analyst
4–7 yrs
Lead Sustainability Analyst / ESG Data Manager
7–10 yrs
Head of Sustainability Data / Director of ESG Reporting
10+ yrs
Sustainability Data Analyst Job Outlook
Mandatory sustainability disclosure is reshaping demand for analytical capability across every sector. Reporting frameworks now require auditable, methodology-consistent data that organisations cannot produce without dedicated analytical resource. Practitioners who combine GHG Protocol knowledge with genuine data engineering capability are among the most sought-after profiles in corporate sustainability teams, and the supply of qualified analysts remains well below demand being created by regulatory timelines across financial services, listed companies, and large private firms.