01 Oct
|
UsefulBI
|
India
Location: Bangalore / Lucknow/ Pune
Work Model- Hybrid
Experience: 4-6+Years
Company’s website: https://usefulbi.com
LinkedIn link: UBI LinkedIn
Role Overview: We are looking for an experienced MLOps Engineer with robust hands-on expertise in AWS, Amazon SageMaker, MLflow, Python, and CI/CD to build, automate, and manage scalable machine learning operations and deployment pipelines.
The ideal candidate should have experience in designing end-to-end ML pipelines, model deployment, model monitoring, model lifecycle management, and automation using AWS services such as SageMaker, Step Functions, EventBridge, and Model Registry.
Key Responsibilities:
• Design, build, and maintain end-to-end MLOps pipelines for machine learning model development, training, validation, deployment, and monitoring.
• Develop and manage ML workflows using Amazon SageMaker, including training jobs, processing jobs, pipelines, endpoints, and model deployment.
• Implement model versioning and lifecycle management using SageMaker Model Registry and/or MLflow.
• Build workflow orchestration using AWS Step Functions for automated ML pipelines.
• Use Amazon EventBridge to implement event-driven automation and trigger ML workflows.
• Develop reusable and production-ready automation scripts using Python.
• Implement and maintain CI/CD pipelines for ML model and application deployment.
• Automate model training, validation, registration, approval, and deployment processes.
• Integrate MLflow for experiment tracking, model versioning, artifact management, and model lifecycle management.
• Deploy and manage ML models across AWS environments while following scalability, security, and reliability best practices.
• Implement monitoring and alerting for deployed models and ML infrastructure.
• Troubleshoot issues related to model deployment, pipelines, infrastructure, and production ML workloads.
• Collaborate with Data Scientists, Data Engineers, Software Engineers, and Cloud/DevOps teams to operationali
📌 MLOps Engineer (India)
🏢 UsefulBI
📍 India