Ai- DevOps Consultant

2 months ago

Toronto Ontario, Ontario, Canada Kumaran Systems Full time

Key Responsibilities:

  • Deploy and configure Red Hat OpenShift clusters according to best practices.
  • Experience with MLOps, A.I., ML, MLFlow.
  • Set up and maintain cluster authentication, RBAC (Role-Based Access Control), and security policies.
  • Customize cluster configurations to meet specific application requirements.
  • Implement monitoring solutions to track the health and performance of OpenShift clusters.
  • Troubleshoot and resolve issues related to cluster operations and application deployments.
  • Perform regular system checks and updates to ensure optimal cluster performance.
  • Manage cluster scaling, including the addition and removal of nodes as needed.
  • Implement high availability and disaster recovery strategies for OpenShift clusters.
  • Ensure the security of OpenShift environments by applying security patches, access controls, and network policies.
  • Monitor and enforce compliance with security standards and regulations.
  • Develop and maintain backup and recovery procedures for OpenShift clusters.
  • Test and verify disaster recovery plans to minimize downtime and data loss.
  • Automate repetitive tasks using scripting and orchestration tools.
  • Create and manage CI/CD pipelines for application deployment.

Qualifications:

  • Experience building end-to-end systems as a Platform Engineer, ML DevOps Engineer, or Data Engineer (or equivalent)
  • Strong software engineering skills in complex, multi-language systems
  • Fluency in Python
  • Comfort with Linux administration
  • Experience working with cloud computing and database systems
  • Experience building custom integrations between cloud-based systems using APIs
  • Experience developing and maintaining ML systems built with open source tools
  • Experience developing with containers and Kubernetes in cloud computing environments.


Education:

  • Bachelor’s degree/University degree or equivalent experience.

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