Staff Data Scientist - Ads Experimentation & Measurements
Tasks
- Architect and deploy interleaving frameworks
- Build statistical foundations for automated ML experimentation
- Design pacing aware evaluation methodologies
- Implement variance reduction CUPED and sequential testing
- Integrate statistical rigor across product lifecycle
- Lead experimentation and evaluation roadmap
- Mitigate interference and network effects
- Research and validate surrogate LTV proxy metrics
- Serve as experimentation subject matter expert
Perks/Benefits
- Commute subsidy
- Disability insurance
- Employee assistance program
- Employee resource groups
- Employee stock ownership
- Generous vacation
- Health insurance
- Life insurance
- Mental health support
- Office snacks
- Parental leave
- Retirement plan
- Training and development
- Volunteering and donation matching
Skills/Tech-stack
Bayesian statistics | BigQuery | CUPED | Causal Inference | Experimental Design | Frequentist Statistics | Hyperparameter Tuning | Interleaving | Machine Learning | Python | Scala | Sequential testing | Snowflake | Spark | Switchback testing | Variance reduction
Education
Roles
Regions
Countries
States
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