Principal GCP Devops

2 weeks ago

nagpur, India inventurus knowledge soln Full time

About the Role:We are seeking a highly experienced and hands-on DevOps Subject Matter Expert (SME) with deep specialization in Google Cloud Platform (GCP) and a proven track record in designing and implementing CI/CD pipelines, cloud-native architectures, MLOps frameworks, and DevSecOps practices. The ideal candidate will bring a strong foundation in cloud infrastructure, container orchestration, automation, and secure software delivery, playing a strategic and technical leadership role across projects.Key Responsibilities:- Design, implement, and optimize CI/CD pipelines using tools like Cloud Build, GitHub Actions, Jenkins, ArgoCD, Spinnaker, etc.- Define and maintain cloud deployment architectures on GCP, ensuring scalability, availability, and security.- Lead MLOps practices by integrating model development, testing, deployment, and monitoring using Vertex AI, Kubeflow, MLflow, etc.- Implement DevSecOps best practices, including IaC security scanning, secrets management, container image scanning, and policy enforcement.- Architect and manage DataOps pipelines for data ingestion, transformation, and validation across environments.- Drive containerization efforts using Docker, Kubernetes (GKE), Helm, and service mesh technologies (Istio, Linkerd).- Implement infrastructure as code (IaC) using Terraform, Deployment Manager, or Pulumi.- Collaborate with development, data science, and QA teams to ensure seamless integration of DevOps processes throughout the SDLC.- Monitor system performance, cost optimization, and operational SLAs using GCP-native tools (Cloud Monitoring, Cloud Logging) and third-party observability tools (Datadog, Prometheus, Grafana).- Guide the adoption of GitOps, automated testing, release management, and rollback strategies in fast-paced cloud-native environments.Required Qualifications:- 10+ years of experience in DevOps, Cloud Engineering, or related fields.- Deep hands-on experience with Google Cloud Platform (GKE, Cloud Run, Cloud Build, IAM, VPC, Cloud Storage, Pub/Sub, BigQuery).- Expertise in CI/CD pipeline design and maintenance for both application and ML workflows.- Strong experience with Docker and Kubernetes, preferably GKE.- Solid understanding of MLOps practices and tools (Kubeflow, Vertex AI, MLflow).- Working knowledge of DevSecOps tools and practices: static/dynamic analysis, security scanning, secret management (e.g., HashiCorp Vault, GCP Secret Manager).- Experience with DataOps frameworks and orchestration tools (e.g., Airflow, dbt, Dataflow, Cloud Composer).- Proficient in IaC tools (Terraform, Ansible, Deployment Manager).- Familiar with GitOps and tools like ArgoCD, FluxCD.- Strong scripting and automation skills (Python, Bash, YAML).- Deep understanding of modern software development lifecycles and cloud-native design patterns.Preferred Qualifications:- GCP Certifications (e.g., Professional Cloud DevOps Engineer, Professional Cloud Architect).- Experience with hybrid cloud or multi-cloud environments.- Knowledge of service mesh and API gateways (e.g., Istio, Envoy).- Experience with cost optimization, cloud budgeting, and FinOps strategies.- Familiarity with compliance frameworks like HIPAA, SOC 2, or ISO 27001.

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