MLOps Engineer

3 - 8 years

12 - 16 Lacs

Posted:1 day ago| Platform: Naukri logo

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Job Type

Full Time

Job Description

  • Design, implement, and maintain scalable cloud infrastructure for AI applications using AWS services, with a focus on ECS, S3, RDS, and Bedrock.
  • Manage deployments with Kubernetes clusters, ensuring high availability and performance, and integrating with our existing infrastructure best practices.
  • Develop and maintain CI/CD pipelines.
  • Develop and expand our Infrastructure-as-Code (IaC) with Terraform to ensure consistent and reproducible deployments across multiple environments.
  • Collaborate with Python developers to containerize AI applications and optimize them for production deployment.
  • Design and implement cloud networking solutions that support secure and efficient communication between AI microservices.
  • Maintain and monitor security best practices for AI applications, including secrets management, access controls, and compliance requirements.
  • Troubleshoot and resolve infrastructure-related issues across the AI application stack, ensuring minimal disruption to business operations.
  • Stay updated with emerging MLOps tools, cloud technologies, and industry best practices to continuously improve our deployment and infrastructure capabilities.
  • Participate in the strategic planning of AI Innovation infrastructure, identifying opportunities for automation and process improvement.
Required Qualifications:
  • Bachelors degree in Computer Science, Software Engineering, DevOps, or a related technical field.
  • 3+ years of experience in DevOps, MLOps, or cloud infrastructure engineering.
  • Proven experience with AWS cloud services, particularly ECS, S3, RDS, IAM, and networking components.
  • Strong expertise in Infrastructure as Code tools, specifically Terraform for cloud resource management.
  • Experience building and maintaining CI/CD pipelines for application deployment, preferably with ML/AI applications.
  • Strong understanding of containerization technologies and best practices for production deployments.
  • Experience with cloud networking, security, and compliance best practices.
  • Basic Python and software development skills.
  • Excellent communication and collaboration skills, with the ability to work effectively with development teams and stakeholders.

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