- Build and improve data pipelines ingestion workflows and quality tests
- Build reliable data warehouse models
- Contribute to forecasting models KPI definitions and experimentation frameworks
- Design dashboards and data user interfaces
- Improve documentation observability governance and data best practices
- Model CRM usage and billing data
- Own data foundations for GTM teams
- Partner on event instrumentation and schema design
- Power automation with operational data
- Shape and define metrics
- Translate business questions into structured data models