Confidential (via Talento HR)
Bangalore, Karnataka · On-site · Full-time · 7-10 years experience
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Platform infrastructure
• Design, build, and operate cloud‑native infrastructure across Microsoft Azure and other cloud platforms
• Provision and manage infrastructure using Infrastructure as Code (Pulumi, Terraform, Bicep, ARM templates)
• Operate and optimise Kubernetes platforms (AKS) in production
• Own platform reliability, performance, security, and cost efficiency
• Share responsibility for platform stability and operational health, contributing to prevention, analysis, and continuous improvement
• Maintain clear, practical technical documentation and operational runbooks
Kubernetes & container platforms
• Manage container orchestration using Kubernetes, including deployment, scaling, and network configuration
• Package and deploy workloads using Helm
• Troubleshoot platform‑level issues related to containers and orchestration
• Support data‑intensive platform components and stateful services at infrastructure level
AI‑ready & data‑intensive workloads
• Enable AI‑ready platform capabilities for inference‑heavy and data‑intensive services
• Support GPU‑enabled workloads where required, including scheduling, isolation, and cost awareness
• Design platform patterns suitable for high‑throughput and low‑latency services
• Work closely with data and application teams to translate workload needs into robust platform solutions
Monitoring, observability & operations
• Implement and maintain monitoring and observability using Azure Monitor, Prometheus, Grafana, Tempo, or similar tools
• Build and evolve logging and telemetry pipelines to improve operational insight
• Reduce operational noise and improve system understanding through telemetry‑driven analysis
S ecurity & platform guardrails
• Apply security‑by‑design principles at platform level, including IAM, RBAC, network policies, and workload isolation
• Provide default platform capabilities for logging, traceability, and controlled access
• Ensure platform safeguards are pragmatic, scalable, and non‑blocking
CI/CD & automation
• Integrate platform capabilities with CI/CD and GitOps workflows
• Experience with tools such as GitHub Actions, Azure DevOps, Argo CD, or Flux
• Promote automation‑first approaches across platform operations
What we're looking for
• Strong experience operating cloud‑native platforms in production
• Solid hands‑on expertise with Kubernetes and Azure
• Experience with Infrastructure as Code
• Good understanding of platform operations, automation, and observability
• Ability to write maintainable automation scripts (PowerShell, Python, Bash, or similar)
• Strong problem‑solving skills and a collaborative mindset
• Fluency in English, written and spoken
Desirable experience
• 9+ years of experience supporting AI or ML workloads in production
• GPU workloads on Kubernetes
• Exposure to GitOps, service mesh (e.g. Istio), or hybrid infrastructure
• Background from industrial, enterprise, or regulated environments