Senior Data Scientist, Engine Infra
Core
Define metrics and telemetry for the game-server fleet, build analytics pipelines to visualize fleet health, and design experiments to optimize efficiency and latency.
Role type
Senior Data Scientist (Engine Infrastructure)
Builds
Dashboards and decision systems for game-server fleet efficiency, reliability, and player experience.
Domain
Cloud infrastructure, game server simulation, edge computing
Deliverable
dashboards & analysis
Required skills
Large-scale system analysis, processing massive noisy datasets, building scalable analytics pipelines, causal inference, first-principles debugging, data storytelling
Preferred skills
Game engine experience, real-time interactive systems, memory management, OS-level interactions, network stack optimization
Responsibilities
Own Engine Infra metrics and telemetry logging; Build analytics pipelines to transform raw telemetry into operating views; Lead channel tests and hardware A/Bs for multiplexing and edge latency; Partner with cross-functional teams to debug production issues; Influence fleet efficiency and regional capacity strategies.
Seniority
Senior, hands-on IC
