Lead Data Scientist, Predictive Modeling & Causal Inference
Tasks
- Apply causal inference methods
- Build forecasting models
- Communicate results to stakeholders
- Deploy models in production
- Design predictive models
- Develop and ship Python modeling solutions
- Engineer features for predictive modeling
- Improve reliability and maintainability of model pipelines
- Monitor model performance
- Perform uplift modeling
- Process data at scale in Spark
- Retrain models in production
- Translate business questions into modeling problems
- Write production-grade SQL
Perks/Benefits
- Flexible sick days
- Flexible vacation days
- Home-office equipment
- Medical, dental, vision benefits
- Supportive work environment
- Team events
- Wellness benefits
Skills/Tech-stack
Apache Spark | Causal Inference | Deep learning | Econometrics | Experimental Design | Generalized Linear Models | Linear Models | Machine Learning | Predictive Analytics | Propensity score | Python | Quasi Experimental | Quasi-Experimental Design | SQL | Series forecasting | Time Series | Time Series Forecasting | Uplift Modeling
Education
Roles
Data Scientist | Lead | Lead Data | Lead Data Scientist | Scientist
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