DevOps Engineer
Skills
About This Role
Responsibilities
- ·Lead deployment and configuration of on-prem Linux-based platforms for AI workloads.
- Design and configure KVM virtualization
- Architect and implement GPU-enabled environments for production LLM inference.
- Deploy and operate containerized LLM serving stacks in production.
- Design and validate GPU utilization, isolation, and health monitoring.
- Integrate deployments with CI/CD pipelines and security controls.
- Apply security hardening, RBAC, encryption, and audit-ready configurations.
- Design HA and DR strategies and prepare systems for future scale-out.
- Lead troubleshooting, performance tuning, and stabilization.
- Produce architecture documentation, runbooks, and handover materials.
Primary Skills
- 5+ years of experience in DevOps, Platform Engineering, or Infrastructure Engineering roles.
- Strong Linux system administration skills, including networking, storage, performance tuning, and security hardening.
- Hands-on experience deploying and operating LLMs in production on on-premises environments.
- Proven experience managing GPU infrastructure using NVIDIA GPUs (H100, A100, H200 or equivalent).
- Hands-on experience installing, configuring, and troubleshooting CUDA drivers and GPU runtimes.
- Experience with containerized workloads using Docker or OCI-compliant runtimes.
- Hands-on experience with LLM serving frameworks such as vLLM, TensorRT-LLM, or Triton Inference Server.
- Experience designing and supporting GPU utilization, isolation, and performance monitoring.
- Strong hands-on experience with KVM virtualization in production.
- Experience working with modern AI application stacks, including backend APIs, PostgreSQL, vector databases (e.g., Qdrant), and observability tools.
- Strong experience using Infrastructure as Code and automation tools, including Ansible.
- Hands-on experience designing and operating CI/CD pipelines in enterprise environments.
- Hands-on experience with Kubernetes on-premises setup.
- Strong understanding and practical implementation experience of DevSecOps practices, including secure pipelines, SAST integration, secrets management, and least-privilege access.
- Experience designing or supporting high availability and disaster recovery strategies, including backup, restore, and failover concepts.
- Strong experience working in on-prem, air-gapped, or regulated environments
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