Telemetry and Game Analytics Questions

Instrumentation and analysis of gameplay and system telemetry to inform product and engineering decisions. Topics include event schema and naming conventions, sampling strategies and cost considerations for data collection, ingestion and storage pipeline design, metric definitions for retention and engagement, conversion funnels and cohort analysis, controlled experiments and hypothesis testing, dashboarding and visualization, data quality and governance, privacy and compliance concerns, and using analytics to prioritize bugs and drive iterative design. Candidates should be able to describe how they instrumented features, validated metric definitions, and used data to influence product and balance decisions.