Every team wants it sliced differently.
1 AI translation · Technology / SaaSUniversal Overlay
You maintain the analytics stack (Snowflake/BigQuery + dbt + Looker/Mode/Metabase/Sigma) and serve data consumers across the company: product wants event-level usage data, CS wants account health metrics, finance wants ARR and cohort analysis, marketing wants attribution and funnel data, and executives want dashboards that tell a coherent story. You manage the semantic layer (metric definitions, dimension hierarchies), data access governance, self-serve enablement (training, documentation, office hours), and the constant stream of ad-hoc requests from every team. The aspiration is self-serve analytics; the reality is that 20% of users generate 80% of the value and everyone else files a request.