Data Scientist, Supply
Core
Design and run analyses, observational and synthetic experiments, and optimization frameworks to allocate compute resources and link them to user outcomes like retention and LTV.
Role type
Senior IC data scientist (operations research & compute allocation)
Builds
Testing frameworks, metric hierarchies, dashboards, and operational changes for compute supply decisions
Domain
AI infrastructure / Compute resource management
Deliverable
production ML models | dashboards & analysis
Required skills
Operations research, optimization, constrained allocation, queueing theory, Python, SQL, causal inference, experimentation design, data visualization
Preferred skills
Experience with complex interacting systems (ad networks, payment processing), designing experimentation platforms, mentoring senior ICs, setting technical direction
Technologies
Python, SQL
Responsibilities
Build and run testing frameworks to quantify compute allocation outcomes; Connect compute decisions to downstream user outcomes; Partner with engineering to instrument systems and ship changes; Develop metric hierarchies and dashboards; Contribute analyses to executive forums; Measure AI's impact on developer productivity
Seniority
Senior, hands-on IC
