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3 Days ago
Sr. Data Scientist (Predictive Analytics Focus & Databricks) – Senior Programmer Analyst
Bangalore, Karnataka, India
Information Technology
Full-Time
Bilvantis Technologies
Overview
Responsibilities
- Design and deploy predictive models (e.g., forecasting, churn analysis, fraud detection) using Python/SQL, Spark MLlib, and Databricks ML.
- Build end-to-end ML pipelines (data ingestion → feature engineering → model training → deployment) on Databricks Lakehouse.
- Optimize model performance via hyperparameter tuning, AutoML, and MLflow tracking.
- Collaborate with engineering teams to operationalize models (batch/real-time) using Databricks Jobs or REST APIs.
- Implement Delta Lake for scalable, ACID-compliant data workflows.
- Enable CI/CD for ML pipelines using Databricks Repos and GitHub Actions.
- Troubleshoot issues in Spark Jobs and Databricks Environment.
- Experience should have 3 to 5 years in predictive analytics, with expertise in regression, classification, time-series modeling.
- Hands-on experience with Databricks Runtime for ML, Spark SQL, and PySpark.
- Familiarity with MLflow, Feature Store, and Unity Catalog for governance.
- Industry experience in Life Insurance or P&C.
- Good to have certification on Databricks Certified ML Practitioner.
- Python, PySpark, MLflow, Databricks AutoML.
- Predictive Modelling (Classification, Clustering, Regression, timeseries and NLP).
- Cloud platform (Azure/AWS), Delta Lake, Unity Catalog.
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