Azure DevOps; MLOps Engineer - Lead

About the Role:

North Bay is a leading AWS Premier Partner, is seeking a highly skilled
Lead
Dev Ops / MLOps Engineer (Azure, Terraform) to join their growing cloud and AI engineering team. This role is ideal for candidates with a strong foundation in cloud Dev Ops practices and a passion for implementing MLOps solutions at scale.

• Design, implement, and manage CI/CD pipelines using tools such as Jenkins, Git Hub Actions, or Azure Dev Ops

• Develop and maintain Infrastructure-as-Code using Terraform

• Manage container orchestration environments using Kubernetes

• Ensure cloud infrastructure is optimized, secure, and monitored effectively

• Collaborate with data science teams to support ML model deployment and operationalization

• Implement MLOps best practices
  , including model versioning, deployment strategies (e.g., blue-green), monitoring (data drift, concept drift), and experiment tracking (e.g., MLflow)

• Build and maintain automated ML pipelines to streamline model lifecycle management

• 7+ years of experience in Dev Ops and/or MLOps roles

• Proficient in CI/CD tools
  :
  Jenkins, Git Hub Actions, Azure Dev Ops

• Strong expertise in Terraform and cloud-native infrastructure (AWS preferred)

• Hands-on experience with Kubernetes
  , Docker, and microservices

• Solid understanding of cloud networking, security, and monitoring

• Scripting proficiency in Bash and Python

• Experience with
  MLflow
  , TFX, Kubeflow, or Sage Maker Pipelines

• Knowledge of model performance monitoring and ML system reliability

• Familiarity with AWS MLOps stack or equivalent tools on Azure/GCP