Job Description
Job Description
Role purpose: Maintain, Migrate, Deploy ML Models in the Google Cloud environment based on the business requirements along with ML Model validation (Code + Data validation). Develop CI/CD pipelines to deploy ML models.
Outputs described below
• Design, implement and maintain robust CI/CD pipelines to automate software delivery process.
• Deploy and manage containers using Docker, Kubernetes.
• Create and maintain Terraform YAML files for defining infrastructure as a code.
• Develop and manage Helm charts for Kubernetes deployments.
• Efficiently manage GitHub repositories ensuring version control best practices are followed.
• Collaborate with development and operation teams to troubleshoot and optimize deployment processes.
• Stay updated on industry best practices and emerging DevOps trends.
• Actively monitor and identify issues in existing pipelines.
• Have experience working with data Enginee...