MLOps Manager

IND - India Tech Center

INR 2200K-2525K (estimate) Mid-level Full Time

@ A...

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Found 21d ago

Tasks

Build ML pipelines with Apache Airflow
Build and operate MLOps platforms
Build data ingestion and preprocessing pipelines
Conduct post mortems and reliability improvements
Deploy and operate ML workloads on Kubernetes
Enable multi AZ deployments and resilience
Enforce train validation test split governance
Ensure reproducible traceable auditable ML workflows
Implement backup recovery and fault tolerance
Implement data validation and data quality checks
Implement event driven ML workflows with AWS Lambda
Implement monitoring and logging for ML pipelines and models
Improve platform scalability and developer experience
Improve training performance
Maintain training and deployment environments
Manage AWS IoT resources with Terraform
Manage AWS networking with VPC and subnets
Manage experiment tracking with MLflow
Operate distributed multi GPU training
Perform incident response and root cause analysis
Reduce infrastructure cost
Store and manage training data in S3
Streamline evaluation and deployment workflows
Support CI CD pipelines for ML code and models
Support compute storage networking and security standards
Track health failures and performance regressions
Troubleshoot platform-level issues

Perks/Benefits

Skills/Tech-stack

Education

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MLOps Manager

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