AMD

1 month ago

Staff/Principal Engineer - AI/ML & System-Level Validation

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI

Last checked: 6 hours agoStatus: Live

Job Summary

Senior technical leader for ROCm software validation across compute workloads and server-class systems. Defines end-to-end validation architecture, release-qualification gates, and multi-node system-level bring-up. Leads workload validation for ML/LLM workloads, architects test infrastructure, and mentors validation engineers to ensure hyperscaler/OEM readiness for AMD Instinct GPUs.

Location: Hyderabad

Workplace: Onsite

Employment Type: Full time

Job Function: Data Science & Machine Learning

Seniority: Manager level

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
•Lead system-level testing for server nodes — multi-GPU topologies, PCIe/Infinity Fabric/xGMI, BMC/IPMI, thermal/power, firmware interactions, and multi-node fabric 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
•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

Key Requirements

•12+ years of professional software engineering experience with a strong validation, SDET, or quality-engineering focus, including 5+ years in a senior IC role (Staff/Principal/PMTS or equivalent) leading validation of complex systems software
•BS/MS/PhD in Computer Science, Computer Engineering, or related discipline (or equivalent demonstrated experience)
•Expert-level Python for test automation and infrastructure; strong C++ for debugging and extending production code paths under test
•Deep, demonstrable validation experience in at least two of GPU compute software stacks (ROCm, CUDA, oneAPI, SYCL), deep-learning frameworks (PyTorch, TensorFlow, JAX, Triton, vLLM), HPC runtimes (MPI, RCCL/NCCL, UCX), Linux kernel/driver/firmware, or distributed systems
•Experience shipping release qualification programs for software used by hyperscalers/OEMs

Experience:12+ yearsGPU computeHPCAI/ML

Education:Bachelor's

Skills:PythonC++PyTorchVLLMTritonJAXMLPerfCUDAROCmMPINCCLGItHubGitHub ActionsJenkinsInfiniBandEthernetBMCIPMIRedfish

Languages:English

Tech Stack:PythonC++PyTorchVLLMTritonJAXMLPerfCUDAROCmMPINCCLGitHubGitHub ActionsJenkinsInfiniBandEthernetBMCIPMIRedfish

Company Brief

AMD

Designs and produces semiconductor products including CPUs, GPUs, and adaptive SoCs for consumer, enterprise, and embedded markets, competing across PCs, data centers, and gaming industries.

Industry: Electronics Manufacturing

Company Size: Enterprise (1,001+ employees)

Revenue: USD 1B+

Growth: Public Company

Valuation: Public Company (Market Cap in USD)

Funding: IPO / Publicly Listed

Headquarters: Santa Clara, United States

Founded: 1969

Glassdoor: 3.9

Website LinkedIn

Loading job details...

Preparing the role view and application actions.

AMD