Business Data Scientist, Applied Machine Learning, GCS
Mountain View, CA, USA; New York, NY, USA
USD 138K-198K Mid-level Full Time
Tasks
- Conduct power analysis
- Define sample sizes
- Define success metrics
- Design A/B tests
- Design causal inference models
- Detect data drift
- Develop causal impact models
- Develop monitoring systems
- Ensure measurement framework accuracy
- Execute A/B tests
- Prototype causal machine learning methods
- Summarize technical methods for executives
- Track model performance
- Validate causal inference models
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | B testing | Causal Inference | Data Drift | Data Drift Detection | Difference-in-differences | Double Machine Learning | Drift Detection | Econometrics | Machine Learning | Model Monitoring | Power analysis | Python | R | SQL | Synthetic control
Education
Regions
Countries
States
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