Machine learning Operation Engineer
LTIMindtree
2 - 5 years
Bengaluru
Posted: 17/12/2025
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Job Description
Job Description
- Design build and maintain scalable data science pipelines for model training evaluation and deployment
- Collaborate with data scientists ML engineers and product teams to translate business problems into datadriven solutions
- Implement and optimize machine learning models for production environments
- Ensure data quality consistency and availability across the pipeline
- Automate data ingestion transformation and feature engineering workflows
- Monitor model performance and retrain pipelines as needed to maintain accuracy
- Contribute to MLOps practices including CICD model versioning and governance.
Primary Skills Mandatory
- Programming Python Pandas NumPy Scikitlearn PySpark SQL
- Data Engineering Airflow Spark Databricks Delta Lake
- MLOps MLflow DVC Docker Kubernetes CICD pipelines
- Cloud Platforms Azure Data Factory AWS Glue GCP Dataflow
- Data Stores Snowflake PostgreSQL MongoDB ChromaDB
- Model Deployment FastAPI Flask RESTful APIs
- Monitoring Logging Prometheus Grafana ELKEFK stack
- Security Compliance IAM Key Vault encryption GDPRSOC2
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