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Senior Data & ML Engineer - 3.5 Yrs
ZintlrBengaluru, Karnataka, India7 days ago
Job descriptionPython (Pandas, NumPy, scikit-learn, PyTorch / TensorFlow, XGBoost / LightGBM) SQL (advanced queries + optimization) AWS (S3, EC2, Lambda, RDS, SageMaker) PySpark, Kafka, MongoDB, Redis, Dask, Django Docker + CI / CD, MLflow / SageMaker Model Registry Production-level deployments (100M+ data points handled) Airflow / Prefect / Dagster (orchestration) Terraform / CloudFormation (infra as code) Great Expectations / Soda (data observability) Feature Stores, Vector Databases Kubernetes, dbt, Golang
Location : In-office
Years of Experience : 3.5+ years
What You'll Do
- Architect and optimize batch + streaming data pipelines
- Build ML-ready datasets & feature pipelines
- Deploy & monitor ML models on AWS SageMaker / EC2 / Kubernetes
- Implement full MLOps lifecycle (MLflow, CI / CD, retraining)
- Ensure data quality, scalability, reliability
- Mentor juniors & enforce code quality standards
Must Have Skills & Tech
Good to Have
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Senior Data Engineer • Bengaluru, Karnataka, India