Machine Learning Data Scientist
Tasks
- Build data pipelines for data cleansing and integration
- Design and deploy predictive machine learning models
- Engineer features from raw customer data
- Evaluate model performance using AUC and lift
- Identify churn risk
- Integrate datasets for customer segmentation and model training
- Translate model outputs into business insights
Perks/Benefits
Skills/Tech-stack
AUC | Cohort Analysis | Columnar Storage | Customer Segmentation | Data Engineering | Data Lakes | Data Modeling | ETL | Feature Engineering | Lift | Logistic Regression | Machine Learning | Predictive Analytics | Python | SQL | Statistical modeling | XGBoost
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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