Design and maintain scalable cloud analytics data models and semantic layers, integrate ERP/project/operational systems, preserve business context, define modeling standards, deliver dashboards and reports, partner with stakeholders on metrics, and support planning and forecasting to enable enterprise reporting and decision-making.