Related skills
r sql python statistics experimentationπ Description
- Serve as technical authority on relevance metrics across Consumer.
- Build metrics frameworks and offline evaluation for ranking.
- Design experiments for relevance features, accounting for spillover effects.
- Identify opportunities where measurement unlocks product insights.
- Partner with ML engineers to translate metrics into user impact.
- Influence long-term Feeds and Search strategy via experimentation.
π― Requirements
- PhD in Statistics, CS, Information Retrieval, Economics, or MS with depth.
- For MS: 12+ years in applied science, data science, or ranking roles.
- For PhD: 8+ years in applied science, data science, or ranking roles.
- Deep expertise in metrics design and evaluation for ranking.
- Strong understanding of causal inference and experimentation.
- Experience defining and validating quality metrics for content ranking, search, or recommendations at scale.
- Strong theoretical grounding in experimental design, including power analysis, variance reduction, and sequential testing.
- Expert knowledge of SQL and proficiency in R and/or Python.
- Demonstrated ability to influence product and organizational strategy via data-driven insights.
- Excellent communication skills with technical and non-technical stakeholders.
- Experience mentoring data scientists and building organizational capability in relevance evaluation and experimentation.
- Preferred: Published research or industry contributions in recommendation systems or causal inference.
- Preferred: Experience with social network or user-generated content platforms with non-trivial relevance challenges.
π Benefits
- Global benefits programs that support lifestyle, development, and caregiving.
- Family Planning Support.
- Gender-Affirming Care.
- Mental Health & Coaching Benefits.
- Comprehensive Medical Benefits & Health Care Spending Account.
- Registered Retirement Savings Plan with matching contributions.
- Income Replacement Programs.
- Flexible Vacation & Paid Volunteer Time Off.
- Generous Paid Parental Leave.
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