Sustainability Data & Analytics

Sustainability data teams build datasets, dashboards and models that show whether environmental and social targets are being met. It's standard data engineering applied to unusual inputs: emission factors, supplier surveys, satellite feeds and unstructured disclosure text.

Disclosure rules are pushing emissions data into the same warehouses and BI stacks companies already run, so data skills transfer into this path faster than most. The domain knowledge is what separates generic data people from climate data people. It shows up when you explain why a Scope 3 spend estimate needs uncertainty bands, or how CSRD datapoints shape a warehouse schema.

Typical job titles

Skills needed

Requirement levels feed the matching engine: mandatory gaps block the score, recommended gaps shape upskilling, differentiators set seniors apart.

Proof-of-work portfolio projects

Recommended certifications