Senior Machine Learning Engineer, Ads Experimentation & Measurements
Tasks
- Analyze A/B test results and translate insights
- Build automated pipelines for feature and hyperparameter selection
- Design causal inference methodologies for experimentation platform
- Develop measurement frameworks for ads experimentation
- Implement interleaving and switchback testing
- Implement sequential testing
- Implement variance reduction CUPED
- Lead experimentation and evaluation roadmap
- Provide statistical rigor across product lifecycle
- Research and validate LTV proxy metrics
- Serve as experimentation technical authority and mentor teams
Perks/Benefits
- Commute subsidy
- Employee assistance program
- Employee resource groups
- Employee stock ownership
- Generous vacation
- Mental health & wellbeing programs
- Office Food Snacks
- Parental leave
- Retirement pension plans
- Training and development programs
- Volunteering and donation matching
Skills/Tech-stack
A/B | A/B Testing | B testing | Bayesian statistics | BigQuery | CUPED | Causal Inference | Experimental Design | Feature Engineering | Frequentist Methods | Hyperparameter Tuning | Interleaving | Machine Learning | Python | Scala | Sequential testing | Snowflake | Spark | Statistics | Switchback testing
Education
Regions
Countries
States
Cities
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