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Advanced Microdevices Pvt. Ltd. (India) · 2 months ago

AI Validation Engineer

Austin, TX

Full-time

Onsite

Mid, Senior Level

4+ years exp

Advanced Micro Devices, Inc is a company focused on building products that enhance next-generation computing experiences, including AI and data centers. They are seeking a Systems Test Architect who will develop and execute methodologies for system-level validation on machine learning systems, collaborating with various teams to improve system quality and debug complex issues.

BiopharmaBiotechnologyIndustrialManufacturing

Responsibilities

Lead the definition of the test procedures to validate the design of various system components on the next generation of machine learning architectures. This includes all components of servers including CPU/GPU/Memory/BIOS/BMC/IO/storage/networking, etc

Lead efforts to validate Scale-up and Scale-out architectures, including definition of test plans at cluster-level as well as writing code to support the validation

Translating system specs into a robust system integration test plan

Develop complex/critical test content as well as monitoring/debug/root-cause SW mechanisms that others can use in their plans

Establish methods to validate, monitor and root-cause errors at cluster-level

Make improvements to system level integration test strategies, methodologies, and processes

Collaboration with customer and multi-functional HW and SW teams to debug and tackle complex issues

Investigate, profile and enable test content for a wide variety of system domains, as well as benchmarks and proxies for customer workloads into our own test frameworks. These range from industry standard benchmarks to state-of-the-art training and inference applications

Develop and improve automation features according to requirements

Monitor and analyze the execution of automated tests at scale (for hundreds or thousands of systems)

Qualification

PythonC/C++System integrationMachine LearningDebugging skillsComputer ArchitectureEffective communication

Required

Bachelor's or Master's degree in Computer Science, Computer Engineering, Electrical Engineering, or equivalent

Preferred

Prior experience working on HPC or Machine Learning HW systems for large data centers

Several years of experience writing software in languages such as Python and/or C/C++ is a must

Post-silicon system integration, system testing

Debugging skills at SoC (System on a Chip), System level and cluster level

Experience with Computer Architecture concepts and silicon features, particularly on machine learning systems (scale-up/scale-out experience is a plus)

Computer enthusiasts and excellent knowledge of current machine learning technologies in the data center

Effective communication skills including influencing and working across large multi-functional HW, SW, architecture teams