Analyst - Data Scientist
Location: Bengaluru, India
INR 3000K-4000K (estimate) Senior-level Full Time
Tasks
- Build develop deploy advanced machine learning models
- Build next best action recommendation engines
- Build survival and time to event models
- Collaborate with cross functional stakeholders to deliver analytics insights
- Create forecasting solutions for demand and revenue
- Design causal inference experiments and quasi experiments
- Develop and validate predictive models
- Develop marketing mix models
- Develop patient identification and targeting models
- Document methodologies validation and model limitations
- Ensure HIPAA compliant analytics on de identified data
- Implement model explainability fairness drift monitoring bias detection
- Perform statistical hypothesis testing and inference
Perks/Benefits
- N/A
Skills/Tech-stack
ANOVA | Bayesian Inference | Bias detection | CI/CD | Causal Inference | Collaborative Filtering | Drift monitoring | Ensemble Methods | Event modeling | Experimental Design | Fairness monitoring | GDPR | Git | HIPAA | Hypothesis Testing | Jupyter | LIME | LightGBM | Linear Regression | Logistic Regression | MLflow | Marketing Mix | Marketing Mix Modeling | Mix Modeling | Model Monitoring | Multi-Armed Bandits | Neural Networks | Next Best Action | Power analysis | PySpark | Python | Random Forest | Recommendation Systems | Regression | Reinforcement Learning | SHAP | SQL | SVM | Series forecasting | Snowflake | Snowpark | Spark | Survival analysis | Time Series | Time Series Forecasting | Time to Event | Time-to-event modeling | XGBoost
Education
Roles
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