Senior Data Design Analyst
Core
Design scalable telemetry specifications and event taxonomies to capture player behavior and game systems for downstream analytics and machine learning.
Role type
Senior Data Design Analyst
Builds
Telemetry schemas, event definitions, and data models for game analytics pipelines
Domain
Video game analytics and telemetry engineering
Deliverable
production ML models | product features
Required skills
Event-based data design, data schema modeling, SQL, large-scale dataset analysis, telemetry QA, documentation, edge case reasoning
Preferred skills
Game telemetry experience, live service analytics, behavioral event taxonomies, analytics engineering workflows
Responsibilities
Partner with game development and data science 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 documentation and design standards for telemetry governance
Seniority
Senior, hands-on IC
