NorthBay - Pakistan · 6 hours ago
Lead DevOps Engineer (Azure, Terraform)
NorthBay, a leading AWS Premier Partner, is seeking a highly skilled Lead DevOps Engineer to join its growing cloud and AI engineering team. This role involves designing and managing CI/CD pipelines, developing Infrastructure-as-Code, and collaborating with data science teams to support ML model deployment and operationalization.
ArchitectureCloud ComputingConsultingDevOpsSoftware
Responsibilities
Design, implement, and manage CI/CD pipelines using tools such as Jenkins, GitHub Actions, or Azure DevOps
Develop and maintain Infrastructure-as-Code using Terraform
Manage and scale container orchestration environments using Kubernetes, including experience with larger production-grade clusters
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
Qualification
Required
8 to 12 years of experience in DevOps and/or MLOps roles
Proficient in CI/CD tools: Jenkins, GitHub Actions, Azure DevOps
Strong expertise in Terraform, including managing and scaling infrastructure across large environments
Hands-on experience with Kubernetes in larger clusters, including workload distribution, autoscaling, and cluster monitoring
Strong understanding of containerization technologies (Docker) and microservices architecture
Solid grasp of cloud networking, security best practices, and observability
Scripting proficiency in Bash and Python
Preferred
Experience with MLflow, TFX, Kubeflow, or SageMaker Pipelines
Knowledge of model performance monitoring and ML system reliability
Familiarity with AWS MLOps stack or equivalent tools on Azure/GCP
Company
NorthBay - Pakistan
NorthBay is AWS Premier Consulting Partner and also partnered with VMware, CloudRail and SAP in support of our Customers’ AWS cloud journeys.
Funding
Current Stage
Growth StageCompany data provided by crunchbase