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2 Days ago

Sr. Data Scientist (Predictive Analytics Focus & Databricks) – Senior Programmer Analyst

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Sahibzada ajit singh nagar, Punjab, India
Information Technology
Other
Bilvantis Technologies

Overview

Sr. Data Scientist (Predictive Analytics Focus & Databricks) – Senior Programmer Analyst


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.


Requirements:


  • 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.


Technical Skills:


  • 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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