Embedded senior product data scientist partnering with discovery and conversion squads to run high-throughput experiments, define KPIs and dashboards, perform causal and behavioral analyses, build self-service analytics and pipelines, mentor peers, and drive analytics strategy to improve acquisition, conversion, and subscription performance.