MLOps Engineer - Mumbai, India - EDU ANGELS INDIA PVT LTD

Description

Responsibilities :

• Design the data pipelines and engineering infrastructure to support machine learning systems at scale
• Take offline models data scientists build and turn them into a real machine-learning production system
• Develop and deploy scalable tools and services to handle machine learning training and inference
• Apply software engineering rigor and best practices to machine learning, including CI/CD, automation, etc.
• Support model development with an emphasis on audibility, versioning, and data security
• Automate the deployment and scaling of machine learning models in production
• Monitor and maintain the performance and accuracy of machine learning models in production
• Implement continuous integration and delivery pipelines for machine learning models
• Collaborate with data scientists, software engineers, and other stakeholders to ensure machine learning models' effective deployment and operation
• Stay up to date with the latest technology and industry trends in MLOps

• 3+ years of experience in MLOps, Python and cloud platform (AWS)
• Experience building end-to-end systems as a Platform Engineer, ML DevOps Engineer, or equivalent
• Experience in MLOps tools like MLFlow, Kubeflow
• Experience developing with containers and Kubernetes in cloud computing environments
• Experience building custom integrations between cloud-based systems using API
• Experience developing and maintaining ML systems built with open-source tools