Senior Data Design Analyst
Core
Designing scalable telemetry specifications, schemas, and event taxonomies to support game analytics, reporting, and machine learning pipelines.
Role type
Senior Data Design Analyst (Game Analytics)
Builds
Telemetry event designs, data schemas, validation rules, and documentation for game instrumentation.
Domain
Video game development / Live service analytics
Deliverable
production ML models | dashboards & analysis
Required skills
Event-based data modeling, SQL, data schema design, data quality principles, stakeholder requirement translation, documentation, edge case analysis
Preferred skills
Game telemetry experience, live service analytics, behavioral event taxonomies, analytics engineering workflows
Technologies
SQL
Responsibilities
Partner with game development and data science teams to understand gameplay systems and data needs; Design clear, consistent, and scalable telemetry specifications; Translate analytical requirements into raw telemetry event designs, schemas, and validation rules; Review telemetry designs for completeness and suitability for downstream modeling; Collaborate with analytics engineers to reduce transformation complexity; Support telemetry QA by defining expected behaviors and acceptance criteria; Maintain design standards for event taxonomy and metadata capture.
Seniority
Senior, hands-on IC
