DevOps Engineer - Studio Platform

Ovii's Interpretation of the Role

The DevOps Engineer will own the reliability, deployment speed, and automation of Sarvam's Studio media platform. You will manage production Kubernetes clusters, CI/CD pipelines, observability, and cost‑optimization across a multi‑cloud environment.

Role Snapshot

• Production Kubernetes cluster ownership
• CI/CD pipeline design & automation
• Multi‑cloud infrastructure management
• Observability & incident response
• Cost‑optimization and resource sizing

Must-Have Requirements

• Kubernetes (production)
• Helm
• Azure/GCP/AWS
• CI/CD pipelines
• Docker
• Prometheus/Grafana (observability)
• Linux systems
• Python or Bash scripting
• DevOps
• Site Reliability Engineering
• Infrastructure Engineering

Nice-to-Have Signals

• Multi‑cloud experience
• GPU workloads on Kubernetes
• ML model serving (Triton, TorchServe, vLLM)
• Service mesh (Linkerd, Istio, Consul)
• GitOps (ArgoCD, Flux)
• Event‑driven autoscaling (KEDA)
• Media/audio/video processing pipelines
• Infrastructure‑as‑code (Terraform, Pulumi)
• Multi‑tenant Kubernetes clusters
• Cloud certifications (Azure, GCP, AWS)
• Redis or similar in‑memory data stores
• multi‑cloud environments
• GPU workloads
• ML model serving
• Azure
• GCP
• AWS

Work Setup

• Location: Bengaluru, India
• Work mode: ONSITE
• Employment type: Full-Time

Not Specified in JD

• Visa sponsorship
• Salary range
• Remote eligibility
• Education requirement
• Certifications
• Relocation
• Notice period
• Travel
• Security clearance
• Coding test
• Portfolio
• GitHub
• Writing sample
• Cover letter

What You'll Likely Work On

• Operate and scale production Kubernetes clusters, including HPAs, CronJobs, and node pool scheduling
• Design, build, and maintain CI/CD pipelines with automated testing, container image builds, and staged rollouts
• Create and manage Helm‑based deployment charts and environment‑specific value overlays
• Implement observability across services using metrics, dashboards, tracing, and alerting
• Manage cloud resources such as blob storage, CDN, ingress, IAM policies, and secrets vaults
• Coordinate multi‑cloud deployments, artifact management, and credential handling
• Develop tooling for developer productivity, local environments, and self‑service infrastructure
• Lead incident response processes, runbooks, and post‑mortem improvements

Good Fit If You Have

• Enjoys fast‑paced, small‑team environments
• Strong analytical and problem‑solving mindset
• Collaborative communication with engineering and product stakeholders