Engineering Group Manager- MLOps
IND - Technical Center India, Chennai
INR 1500K-2100K (estimate) Mid-level Full Time
Tasks
- Automate event driven workflows with AWS Lambda
- Build and operate MLOps platforms
- Conduct post mortems and reliability improvements
- Deploy and operate ML workloads on AWS EKS Kubernetes
- Enforce train validation test governance
- Ensure multi AZ resilience and recovery mechanisms
- Implement ML pipelines with Apache Airflow
- Implement training and deployment environments
- Ingest and preprocess sensor data
- Lead incident response and root cause analysis
- Maintain compute storage networking security standards
- Manage AWS VPC networking and isolation
- Manage model lifecycle with MLflow
- Monitor ML pipelines training jobs and deployed models
- Operate distributed multi GPU training
- Perform data validation and data quality checks
- Provision AWS IoT resources with Terraform
- Store training data in Amazon S3
- Support CI CD pipelines for ML code and infrastructure
- Track system health and operational metrics
Perks/Benefits
- Access to fitness clubs
- Creche facility
- Employee assistance program
- Flexible working hours
- Food and beverage cards
- Higher education opportunities
- Hybrid work
- Life and accident insurance
- Well-being program
Skills/Tech-stack
AWS | AWS IoT | AWS Lambda | Amazon EKS | Amazon S3 | Apache Airflow | CI/CD | Data Quality | Data Validation | Distributed Training | GPU Training | GitHub | Incident Response | Kubernetes | MLflow | Machine Learning | Monitoring and Logging | Multi-GPU | Multi-GPU Training | Python | Ray | Terraform
Education
N/A
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