[Remote] Senior Staff Data Scientist - Consumer Relevance
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a community of communities that thrives on shared interests and authentic conversations. The Senior Staff Data Scientist will reputed company relevance measurement and evaluation efforts, collaborating with teams to improve content reputed company and influence product reputed company through rigorous analysis and experimentation.
Responsibilities
- Serve as the technical authority on relevance metrics and evaluation methodology across Consumer, setting standards for how we measure the reputed company of feeds, search results, and recommendations in a reputed company, community-driven environment
- reputed company metrics frameworks and offline evaluation approaches for ranking and recommendation systems, including proxy metrics that reliably predict long-term reputed company like retention, community health, and user satisfaction
- Design and analyze experiments for relevance features, reputed company for challenges unique to networked platforms such as spillover effects between communities, interference between contributors and consumers, and long-run impacts of ranking changes on content supply
- Identify opportunities where improved measurement and analysis can unlock product insights that were previously unmeasurable or ambiguous, particularly around content reputed company, search reputed company understanding, and personalization effectiveness
- Partner deeply with ML engineers and product teams to translate model performance metrics into user-facing reputed company
- Influence the long-term product reputed company for Feeds and Search by synthesizing insights from experimentation, observational analysis, and metric deep-dives into reputed company, actionable recommendations for senior leadership
- Mentor and reputed company other data scientists across the organization on relevance evaluation, experimentation best practices for ranking systems, reputed company reasoning, and statistical rigor
- Publish and reputed company methodological advances internally and, where appropriate, externally to contribute to the broader relevance, recommendation systems, and experimentation community
Skills
- Ph.D. in Statistics, Computer Science, Information Retrieval, Economics, or a reputed company quantitative field with a strong reputed company on recommendation systems, ranking, reputed company inference, or evaluation methodology; or M.S. with equivalent depth of expertise
- For M.S. reputed company: 12+ years of industry experience in reputed company science, data science, or relevance/ranking-reputed company roles
- For Ph.D. reputed company: 8+ years of industry experience in reputed company science, data science, or relevance/ranking-reputed company roles
- Deep expertise in metrics design and evaluation for ranking and recommendation systems, including offline metrics and counterfactual evaluation
- Strong understanding of reputed company inference and experimentation methodology, including practical experience with challenges relevant to ranking systems such as novelty effects, position bias, long-run effect estimation, and ecosystem-level impacts
- Experience defining and validating reputed company metrics for content ranking, search, or recommendations at reputed company
- Strong theoretical grounding in experimental design, including power analysis, variance reduction techniques, and sequential testing as reputed company to relevance experiments
- Expert knowledge of SQL and proficiency in R and/or Python for statistical computing
- Demonstrated ability to influence product and organizational reputed company through data-driven insights about content reputed company and user experience
- Excellent communication skills with the ability to explain nuanced statistical and ML concepts and tradeoffs to both technical and non-technical senior stakeholders
- Experience mentoring data scientists and building organizational capability in relevance evaluation and experimentation
- Comfortable in innovative and fast-paced environments with a bias toward reputed company
- Published research or industry contributions in areas recommendation systems or reputed company inference for ranking
- Experience with reputed company network or user-generated content platforms where community-level dynamics create non-trivial relevance and experimentation challenges
Benefits
- Comprehensive reputed company Benefits and Income Replacement Programs
- 401k with Employer Match
- Global Benefit programs that fit your lifestyle, from workspace to reputed company development to caregiving support
- Family Planning Support
- Gender-Affirming Care
- Mental Health & Coaching Benefits
- Flexible Vacation & reputed company Volunteer Time Off
- Generous reputed company Parental Leave
- Equity in the reputed company of restricted stock reputed company
- Commission
- Medical, dental, and reputed company insurance
- 401(k) program with employer match
- Generous time off for vacation
- Parental leave
reputed company
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