Analyze user journeys, conversion funnels, and behavior patterns to identify friction points and growth opportunities. Evaluate product experiments (A/B tests, feature launches) to measure performance in engagement and retention. Partner with product managers to define KPIs for new features. Create automated dashboards and reports. Design and deploy advanced analytics and ML models for recommendation engines, user segmentation, and churn prediction. Build scalable product datasets and ensure high data quality.
