Deeply understand business goals and pain points: Work closely with business teams to understand their day-to-day data needs, identify core metric frameworks and key insight opportunities, and proactively propose data-driven solutions.

End-to-end data solution design: Translate business requirements into data requirements, owning the full lifecycle from event tracking design, data modeling, and metric definition to dashboard design, launch, and acceptance.

Build and standardize business metric systems: Lead the definition of core metrics, unify calculation logic, and design and implement dashboards to ensure standardized analysis and end-to-end business traceability.

Drive data product adoption: Partner with business teams to promote data tools within departments and establish standard operating procedures (SOPs).

Data governance and quality assurance: Continuously monitor the stability of event tracking and metrics, ensure data consistency, and help drive standardized data governance processes.