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Added 25 mins ago
Performance Engineer
Global Technical Talent, an Inc. 5000 Company
Mississauga, ON
$60 to $70 CAD / hour
Contract
This Performance Engineer role supports projects across the enterprise within a large, collaborative team, offering a long-term engagement backing important initiatives for a leading…
Added 25 mins ago
Performance Engineer
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Added 41 mins ago
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Added 1 hour ago
Principal Software Developer – AI/ML Performance Validation & Systems Testing
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Advanced Micro Devices, Inc

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

1 Commerce Valley Drive, Markham, ON, L3T 7X6, Canada

Job type: Full-time
Apply by: Sep 21, 2027
Posting language: English
Posted: Sep 21, 2026

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Original job description

ADVANCE YOUR CAREER. ADVANCE THE WORLD.

At AMD, we believe technology has the power to solve the world’s most important challenges. From advancing healthcare and scientific discovery to powering AI and the technologies people rely on every day, innovation at AMD is shaping the future.

Whether you’re designing next-gen processors, enabling AI breakthroughs, or bringing leading edge products to market, every role at AMD contributes to something bigger - technology that moves the world forward. Join us and, together, we’ll advance your career.

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:

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.

KEY RESPONSIBILITIES:

Own the 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, result data lakes, flaky-test detection, bisection automation, and self-service developer pre-submit pipelines.
Champion modern, agile quality engineering - shift-left testing, test pyramids, contract testing between layers, hermetic test environments, deterministic reproducers, and continuous validation in trunk.
Set the bar for GitHub-based quality workflows - PR gating policy, required checks, code-coverage standards, bug-bash and triage cadences, and disciplined issue management across ROCm/* 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 software architecture to ensure validation readiness for next-generation Instinct GPUs and server platforms before tape-in milestones and silicon arrival.
Mentor and elevate Senior and Staff validation engineers, SDETs, and SQA leads; raise the technical bar through design review, 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/Infinity Fabric/xGMI, BMC/IPMI, thermal/power, firmware interactions, and multi-node fabric (Ethernet/InfiniBand/UALink) bring-up and validation.Drive compute workload validation and characterization - LLM training and inference (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/PhD in Computer Science, Computer Engineering, or related discipline (or equivalent demonstrated experience).

LOCATION: San Jose, California

Benefits offered are described: AMD benefits at a glance.

AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services. AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third-party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status, or any other characteristic protected by law. We encourage applications from all qualified candidates and will accommodate applicants’ needs under the respective laws throughout all stages of the recruitment and selection process.

AMD may use Artificial Intelligence to help screen, assess or select applicants for this position. AMD’s “Responsible AI Policy” is available here.

This posting is for an existing vacancy.

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More about this job

Responsibilities

The Principal Software Developer will lead the end-to-end validation architecture for ROCm software across compute workloads and server-class systems. They are responsible for defining release-qualification gates, architecting test infrastructure, and driving complex debugging efforts for multi-node GPU platforms.

Requirements

Candidates must have extensive experience in software validation, SDET, or quality engineering with expert-level proficiency in Python and C++. A background in GPU software stacks, AI/ML frameworks, and large-scale cluster validation is required, along with a relevant degree in Computer Science or Engineering.

Skills

Python
C++
ROCm
GPU Validation
System-level Testing
AI/ML Frameworks
PyTorch
HPC Runtimes
Distributed Systems
CI/CD
Performance Profiling
Linux Kernel
Hardware Lab Automation
Test Infrastructure
Leadership
Debugging

Visa sponsorship

Not detected in the job text

Keywords

ROCm
GPU
Validation
Python
C++
AI/ML
HPC
PyTorch
Triton
vLLM
CI/CD
Jenkins
GitHub Actions
Linux
Firmware
BMC
IPMI
Performance Profiling
Distributed Systems
Software Engineering
SDET
Quality Engineering
System Testing
Regression Analysis
Scalability
Instinct GPU
Server Platforms
Automation
Debugging
Leadership

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