Advanced Micro Devices, Inc

Principal Software Developer – AI/ML Performance Validation & Systems Testing

Advanced Micro Devices, Inc$125K — $150K *
Enterprise Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 5-7 years of experience in software engineering, validation, SDET, or quality engineering
  • Proficient in Python for test automation and infrastructure, C++ for debugging
  • Deep expertise in GPU software stacks (e.g., ROCm, CUDA), AI/ML frameworks, or large-scale cluster software
  • Hands-on experience with multi-GPU, multi-node server platforms
  • Experienced in release qualification for hyperscalers or Tier-1 customers
  • Familiar with automated testing and AI-driven debugging workflows
  • Strong academic background (BS/MS/PhD) in Computer Science, Computer Engineering, or related discipline

Responsibilities

  • Own end-to-end validation architecture for ROCm across GPU generations and server platforms
  • Define release-qualification gates and ensure organizational compliance
  • Architect test infrastructure with distributed runners and CI/CD practices
  • Champion agile quality engineering approaches and continuous validation
  • Set quality workflows in GitHub for ROCm repositories
  • Lead complex debugging and root-cause analysis in collaboration with cross-functional teams
  • Influence product roadmaps ensuring validation readiness for new GPU platforms
  • Mentor validation engineers and enhance technical practices
  • Represent ROCm validation in customer and community engagements
  • Drive system-level testing for server nodes and compute workloads

Benefits

  • Comprehensive healthcare coverage
  • Retirement savings plan with company match
  • Paid time off and flexible work schedule
  • Professional development opportunities
  • Employee discounts and perks
Full Job Description
Responsibilities

THE ROLE: 

We are seeking a Principal Software Engineer to serve as the senior technical leader for ROCm software validation across compute workloads and server-class systems. In this individual-contributor leadership role, you will define how AMD proves ROCm is ready to ship — from unit and component testing, through full-stack workload validation, to multi-node system-level qualification on AMD Instinct™ GPU platforms. You will set the technical direction for validation strategy, build and evolve the test infrastructure that gates every ROCm release, and personally drive the hardest debugging, characterization, and qualification problems. Your work directly determines the quality bar experienced by hyperscalers, OEMs, sovereign-AI customers, and the open-source community running ROCm in production.

 

THE PERSON:

Youwill set the technical direction for validation strategy, build and evolve the test infrastructure thatgates everyROCm release, and personally drive the hardestdebugging, characterization, and qualification problems. Your work directly determines thequality bar experienced by hyperscalers, OEMs, sovereign-AI customers, and the open-source community runningROCm inproduction.

 

KEY RESPONSIBILITIES:

  • Ownthe end-to-end validation architecture for ROCm unit, integration, framework, workload, performance, stress, stability, scale-out, and system-level test layers across multiple GPU generations and server platforms.
  • Define release-qualification gates and exit criteria for ROCm software releases (functional coverage, performance regressions, stability hours, scale targets, RAS criteria) and drive the org to meet them.
  • Architect the test infrastructure distributed test runners, GitHub Actions/ Jenkins / internal CI fleets, hardware lab orchestration, resultdatalakes, flaky-test detection, bisectionautomation, and self-servicedeveloper pre-submit pipelines.
  • Champion modern, agile quality engineering shift-left testing, test pyramids, contract testing betweenlayers, hermetic test environments, deterministic reproducers, and continuous validation intrunk.
  • Set the bar for GitHub-based quality workflows PR gatingpolicy, requiredchecks, code-coverage standards, bug-bashandtriage cadences, and disciplined issue management acrossROCm/*repositories and partner upstream projects.
  • Lead complex escalation debug partner with development, hardware, firmware, and customer-facing teams to root-cause the hardest multi-day, multi-node, multi-component failures and convert findings into durable test coverage.
  • Influence the roadmap work with product management, silicon, platform, and softwarearchitecture to ensure validation readiness fornext-generation Instinct GPUs and serverplatformsbefore tape-inmilestones and silicon arrival.
  • Mentor and elevate Senior and Staff validation engineers, SDETs, and SQA leads; raise the technical bar through designreview, code review, and written guidance.
  • Represent ROCm validation externally strategic customer engagements, OEM qualification programs, and open-source community quality initiatives.
  • Lead system-level testing for server nodes multi-GPU topologies, PCIe/InfinityFabric/xGMI, BMC/IPMI, thermal/power, firmware interactions, and multi-node fabric(Ethernet/InfiniBand/UALink) bring-up andvalidation.Drive compute workload validation and characterization LLM training andinference(PyTorch, vLLM, Triton, JAX), recommender systems, scientific HPC kernels, MLPerf-class benchmarks establishing reproducible methodology, baselines, and regression tracking.

PREFERRED EXPERIENCE:

  • Software engineering experience in validation, SDET, or quality engineering, including experience leading complex systems validation.
  • Expert Python for test automation and infrastructure; strong C++ for debugging and extending production code.
  • Deep validation expertise in two or more of the following:
    • GPU software stacks (ROCm, CUDA, oneAPI, SYCL)
    • AI/ML frameworks (PyTorch, TensorFlow, JAX, Triton, vLLM)
    • HPC runtimes and communication libraries (MPI, RCCL/NCCL, UCX, Libfabric)
    • Linux kernel, GPU drivers, or accelerator firmware
    • Distributed systems and large-scale cluster software
  • Experience validating multi-GPU, multi-node server platforms, including stress, soak, fault injection, and RAS testing.
  • Experience defining and delivering release qualification programs for hyperscalers, OEMs, or Tier-1 customers.
  • Contributions to validation, CI, or test infrastructure for ROCm, PyTorch, LLVM, Triton, vLLM, or similar open-source projects.
  • Experience leading adoption of agentic AI workflows, including automated testing, AI-driven debugging, MCP, and RAG-based engineering solutions.
  • Experience validating or operating large-scale GPU clusters (256+ GPUs), including fabric bring-up, health monitoring, and diagnostics.
  • Familiarity with AI training, inference, and HPC benchmark methodologies.
  • Experience with performance validation, profiling tools (rocprof, Omniperf, Nsight), and regression analysis.
  • Familiarity with hardware lab automation, including BMC/IPMI/Redfish, PDU control, serial consoles, automated re-imaging, and topology-aware scheduling.
  • Experience supporting validation for pre-silicon, emulation, and first-silicon accelerator bring-up.

 

ACADEMIC CREDENTIALS: 

  • BS/MS/PhDin Computer Science, Computer Engineering, orrelated discipline (or equivalent demonstrated experience).

 

LOCATION: San Jose, California

 

#LI-DR1

 

#LI-HYBRID

Qualifications

Benefits offered are described:  AMD benefits at a glance.

 

About Advanced Micro Devices, Inc

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Learn more about Advanced Micro Devices, Inc
Size
15,500 employees
Market Cap
$100.9 billion
Industry
Net Income
$2.4 billion
Founded
1969
5 Year Trend
+30.9%
Revenue
$9.7 billion
NASDAQ

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