- Work closely with Data Analysts, Data Engineers and AI/ML teams to define data analytics requirements, including KPI and dashboard requirements, Data definitions and business rules, Data sources and data mapping, Data quality and validation requirements, Data aggregation and transformation requirements, Analytical and statistical reporting requirements, and Trend and predictive analytics requirements.