Related skills
sql python spark experiment design measurement📋 Description
- Own UGC outcomes; define success; prove durable impact on UX and business.
- Build measurement and experimentation standards for UGC; partner on reporting.
- Lead end-to-end experiment design; turn questions into testable hypotheses; ensure power.
- Develop exploratory/diagnostic models to translate signals into features; partner with ML/Eng.
- Define evaluation frameworks for AI features; ensure cross-seg performance; safeguards.
- Support Ads measurement and optimization; guardrails and incrementality.
🎯 Requirements
- 8+ years in Data Science with shipped impact.
- Strong Python and SQL; Spark experience.
- Deep fluency in experiment design and measurement.
- Strong product sense; executive comms; cross-functional alignment.
- Nice to have: LLM/AI systems in production experience.
- Nice to have: Causal inference methods beyond AB tests.
🎁 Benefits
- Salary ranges by location: SF CA 153k-239k.
- US outside CA: 126.5k-227k; Canada: 160.5k-212.5k.
- Equity and comprehensive benefits package.
- Healthcare coverage; 12 weeks parental leave; disability plans.
- 401k matching; home office stipend; learning allowances.
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