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Machine learning Operation Engineer
Machine learning Operation EngineerLTIMindtree • Bengaluru, Karnataka, India
Machine learning Operation Engineer

Machine learning Operation Engineer

LTIMindtree • Bengaluru, Karnataka, India
20 hours ago
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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