ML Engineer – Databricks

3 days ago


Chennai, Tamil Nadu, India Mastech Digital Full time

Job Title:
ML Engineer – Databricks

Location:
Chennai/Bangalore

Budget:
Open to discuss

Notice Period
: Immediate joiner/ Serving notice with less than 60 days/Notice is less than 60 days

We are looking for an ML Engineer with expertise in building end-to-end machine learning workflows on Databricks. You will develop, train, and deploy ML models at scale using MLflow and Mosaic AI for enterprise clients.

Technical Skills Required (6-8 of the following):

  • MLflow: experiment tracking, model registry, and model versioning
  • Databricks Feature Store for feature engineering and sharing
  • Model Serving for real-time and batch inference endpoints
  • AutoML for baseline model generation and feature importance
  • Distributed training with Spark MLlib, XGBoost, and Horovod
  • PyTorch and TensorFlow on Databricks clusters (single-node and distributed)
  • Hyperopt for hyperparameter tuning at scale
  • Lakehouse Monitoring for model drift and data quality tracking

Experience:

  • 3+ years in ML engineering with at least 1 year deploying models on Databricks
  • Delivered 2+ production ML models with MLflow tracking and serving
  • Clear communication skills for client interactions and technical documentation


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