Data Scientist 6 - Experimentation Platform
Core
Set strategic direction for Netflix's internal Experimentation Platform (XP), elevate causal inference rigor, and lead consolidation of fragmented experimentation practices into a unified modern platform.
Role type
Staff Data Scientist (Platform Strategy & Causal Inference)
Builds
Netflix-wide Experimentation Platform (XP) standards, tooling, and product direction
Domain
Streaming media / A/B testing infrastructure / Causal inference
Deliverable
production ML models | product features
Required skills
Causal inference, Experiment design at scale, Statistical standards setting, Product roadmap planning, Python, SQL, API/schema design
Preferred skills
Cross-functional influence, Methodology standardization, Platform consolidation
Technologies
Python, SQL
Responsibilities
Define strategy for XP including UI design and user flows; Verify data allocation and processing using valid causal inference methods; Act as strategic thought partner for data science and engineering stakeholders; Set standards for inference practices (peeking, covariate adjustment, metric definitions); Lead consolidation of bespoke systems into a coherent platform; Mentor team members and represent XP in company-wide discussions
Seniority
Staff, hands-on IC with strategic influence
