Senior Infrastructure Engineer
hace 2 semanas
We are seeking a highly skilled Senior Infrastructure Engineer to join our AI/ML team at Workato. As a key member of our team, you will be responsible for designing, deploying, and maintaining scalable and secure cloud infrastructure to support our AI/ML workloads.
Key Responsibilities- Design and implement cloud-based infrastructure architectures using Amazon Web Services (AWS) and Kubernetes.
- Collaborate with ML Engineers and Data Scientists to ensure seamless integration of AI/ML workloads with infrastructure.
- Develop and maintain CI/CD pipelines using tools like GitHub Actions, Argo Workflows, and GitLab CI.
- Deploy and manage Kubernetes-based services using tools like Kustomize, Helm, and ArgoCD.
- Ensure compliance with security and networking policies.
Our AI/ML team is a dynamic and innovative group of professionals who are passionate about building high-performing, scalable, and enterprise-grade applications. We are driven by innovation and are looking for team players who want to actively contribute to our company's growth.
Requirements- 7+ years of professional experience in hands-on engineering roles (DevOps/SRE), BS or MS in the CS field (or equivalent experience).
- 1+ year of experience with hosting AI models (ML flow, AWS Sagemaker, Azure AI, Kubernetes).
- 1+ year of experience with ML Ops (ML flow, vector databases (qdrant), Dagster).
- Kubernetes Expertise: Strong experience managing Kubernetes clusters and workloads, specifically using EKS (Elastic Kubernetes Service).
- CI/CD Tools: Experience creating scalable development and integration pipelines using CI/CD tools such as GitHub Actions, Argo Workflows, GitLab CI, or similar solutions.
- Kubernetes Deployments: Expertise in deploying Kubernetes-based services using tools like Kustomize, Helm, ArgoCD, or similar, following a GitOps approach.
- Cloud Architectures: Hands-on experience with cloud-based architectures, particularly Amazon Web Services (AWS).
- Networking and Web Services: Strong understanding of networking fundamentals and web services architecture.
- Infrastructure as Code: Experience managing complex infrastructure, including Kubernetes clusters, VPC networking, and security policies, using Infrastructure as Code tools like Terraform.
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