Experimentation Data Scientist
Tasks
- Analyze experiment results
- Define success metrics
- Design experiment hypotheses
- Determine sample sizes
- Develop test plans
- Execute experiments using best practices
- Improve experimentation process consistency
- Integrate and audit data
- Maintain experimentation documentation
- Perform data reconciliation
- Present experiment outcomes to stakeholders
- Translate results into business recommendations
- Validate statistical significance
Perks/Benefits
Skills/Tech-stack
Causal Inference | Data Auditing | Data Reconciliation | Data integration | Databricks | Excel | Hypothesis Testing | NumPy | Optimizely | PySpark | Python | SQL | Sample Size | Sample Size Determination | SciPy | Scikit-learn | Statistics | Tableau | Uplift Modeling
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