Sr AI Validation Engineer with Infiniband Fabrics and GPU Infrastructure
Cloud Destinations LLC
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Job Details
Skills
- InfiniBand
- Linux
- Artificial Intelligence
- Computer Networking
- Ethernet
- NCCL
- RDMA
- GPU
- Python
- Bash
- Automation
- Container Technologies
- Infrastructure Validation Tools
- Validation
- Kubernetes
Summary
- Design and execute validation plans for artificial intelligence infrastructure spanning compute nodes, GPU communication, fabric health, storage access, orchestration, and workload readiness.
- Run structured bring up, soak, regression, and qualification testing within new or modified artificial intelligence cluster environments.
- Reproduce and isolate failures involving distributed training, node instability, communication libraries, container platforms, storage paths, or network transport behavior.
- Build validation coverage for Ethernet and InfiniBand environments, including host readiness and end-to-to-end workload verification.
- Correlate test failures with system logs, telemetry, firmware state, and application symptoms to accelerate defect isolation.
- Partner with deployment, Linux, networking, and platform teams to close validation gaps prior to operational handoff.
- Create defect signatures, pass fail criteria, readiness reports, and release recommendations.
- Improve automation for cluster certification, health scoring, and post -change validation activities.
- 7 or more years of experience in systems validation, performance engineering, infrastructure quality assurance, or artificial intelligence and high-performance computing environment certification.
- Strong troubleshooting ability across Linux hosts, GPU systems, network fabrics, containers, and distributed workload behavior.
- Experience designing validation strategies and frameworks rather than solely executing pre-existing test cases.
- Familiarity with artificial intelligence workload dependencies including NCCL, RDMA paths, storage throughput, and multi-node orchestration behavior.
- Ability to distinguish infrastructure defects from workload, framework, or configuration issues.
- Strong scripting and automation capabilities for test execution, evidence collection, and reporting.
- Excellent written communication skills with experience creating readiness assessments and detailed defect reports.
- Experience validating GPU clusters, large scale training environments, or artificial intelligence infrastructure environments before production deployment.
- Familiarity with telemetry analysis, burn in workflows, and hardware firmware software compatibility testing.
- Experience building qualification suites for both deployment readiness gates and steady state operational health.
- Linux
- GPU Infrastructure
- NCCL
- RDMA
- Kubernetes
- Container Technologies
- Ethernet Networks
- InfiniBand Fabrics
- Python
- Bash
- Automation Frameworks
- Telemetry Platforms
- Distributed Training Systems
- Performance Analysis Tools
- Infrastructure Validation Tools
- Dice Id: 91097117
- Position Id: 9076971
- Posted 1 hour ago
Company Info
One of the leading US-based staffing and IT consulting partner. Experience exceptional service and top-tier talent across industries. Count on us for staffing solutions that cater to the unique demands of the American market.
Our experienced recruiters ensure a seamless fit within your team, accelerating success. But we go beyond staffing and empower employees with fully sponsored certification programs, keeping them ahead. Experience comprehensive benefits including health, wellness coverage, dental insurance, vision insurance, as well as flexible hours, remote work options, and a robust 401K plan to ensure a secure future at the companies we represent.
At Cloud Destinations, we bring industry expertise and a passion for excellence. From Enterprise Cloud Strategy to Managed Infrastructure Services, Digital Transformation, BI & Data Analytics, Security, Data Engineering, and more, we navigate the IT landscape with finesse. Choose us as your trusted partner, witness transformative talent and exceptional service. Let's unlock new possibilities and drive your success in the dynamic world of IT together.
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