MLOps Engineer

1 week ago


Mumbai, Maharashtra, India EDU ANGELS INDIA PVT LTD Full time

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
Eligibility :
  • 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
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