Infrastructure Production Engineer

Responsibilities

• Design, develop, and maintain automated diagnostic, validation, and remediation frameworks for production GPU hardware (NVIDIA and AMD) using vendor tooling, Python, and infrastructure automation technologies.
• Engineer and support Python-based agents, services, APIs, and Ansible automation (playbooks, roles, pipelines) that orchestrate hardware provisioning, telemetry collection, health monitoring, and production onboarding workflows.
• Analyze workload performance, utilization, thermals, and diagnostic output to identify hardware and system issues, enhance validation methodologies, and improve infrastructure readiness standards.
• Execute and evolve testing and verification processes for production onboarding and Return Material Authorization (RMA), developing automation enhancements to improve reliability, scalability, and coverage.
• Contribute to production stability by building tooling that gates hardware deployment, enforces quality standards, and reduces systemic infrastructure risk.
• Document system designs, automation logic, validation methodologies, and operational guidance; maintain accurate Jira records reflecting engineering activities, findings, and outcomes.
• Identify gaps or inefficiencies within testing, validation, or automation processes and design technical solutions to address them in collaboration with engineering teams.

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