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Operate and administer client infrastructure to ensure availability, efficiency, and observability. Design and implement infrastructure, automation, and monitoring; perform root cause analyses; document systems and processes; audit environments to recommend resiliency and automation improvements; act as technical leader and mentor; and participate in an escalation on-call rotation.

Operate, maintain, and improve client infrastructure focusing on availability, automation, and resiliency. Design and document maintenance procedures, perform root-cause analysis, audit environments for improvements, implement IaC and containerized deployments, administer virtualization and networking, and participate in on-call escalation while mentoring peers and advising clients on technology roadmaps.

Design, deploy, and operate large-scale distributed systems; manage Kubernetes, Istio, and Linux environments; automate workflows with Go/Python/shell; build observability with Prometheus/Grafana/Loki; troubleshoot networking, storage, and performance; participate in on-call rotations and postmortems; collaborate with AI/ML teams to ensure infrastructure readiness for model training and data pipelines.

Provide 24x7 NOC support for managed database and application infrastructure: monitor systems, respond to incidents, trigger operational procedures, escalate per protocol, perform daily proactive checks, troubleshoot and maintain servers, communicate status to customers, participate in shift rotations and on-call coverage, and contribute automation and process improvements.

Lead and mentor an SRE team to deliver reliable, automated, and scalable services for enterprise clients. Own incident escalation, SLA performance, resource planning, CI/CD and IaC best practices, and continuous improvement while acting as a strategic technical advisor.

Lead and mentor an SRE team to deliver reliable, automated, scalable operations for enterprise clients. Own incident escalation, 24/7 management on-call support, SLA achievement, CI/CD and IaC practices, client technical advisement, performance reviews, resource planning, and continuous improvement.

Lead and mentor an SRE team to deliver reliable, automated, enterprise-grade infrastructure and incident response. Drive operational excellence, SLA adherence, CI/CD and IaC best practices, client escalation management, on-call leadership, performance reviews, and continuous improvement.

Design, deploy, and operate large-scale distributed systems. Operate Kubernetes clusters and Istio, automate workflows with Go/Python/shell, build observability with Prometheus/Grafana/Loki, troubleshoot networking/storage/performance, support AI/ML infrastructure, and participate in on-call rotations and postmortems to improve reliability.

Design, deploy, and operate large-scale distributed systems. Operate and optimize Kubernetes, Istio, and Linux systems. Automate workflows with Go, Python, and Shell. Build monitoring/observability with Prometheus, Grafana, and Loki. Troubleshoot networking, storage, and performance. Support AI/ML infrastructure readiness. Participate in on-call rotations and postmortems to improve resilience.

Design, deploy, and operate large-scale distributed systems. Manage Kubernetes, Istio, Linux, and observability (Prometheus/Grafana/Loki). Automate with Go/Python/Shell, use Terraform for IaC, troubleshoot networking/storage, support AI/ML infrastructure, and participate in on-call rotations and postmortems to improve reliability.