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Test Automation - Tech Lead | ML Linux platform
The Role:
This role is important to achieve agile deployment of the AMD Radeon Open Compute (ROCm) platform solution by supporting the continuous integration of system level SW components. Work with Linux kernel team in Shanghai and Toronto to conduct SW/FW integration and validation to support next generation of AMD machine learning GPU products. Coordinate closely with peers and colleagues to ensure timely and effective communication of all assigned work activities
The Person:
Experienced and passionate about groundbreaking technology. Willing to push the boundaries of science and technology to resolve sophisticated problems.
Key Skills: Linux Drivers, RCOm compute deployment, ML Testing, Python Scripting
Preferred Skills: Linux Kernel, Containers
Leadership Ability: Proven experience as Technical Lead, Building up a testing team.
Key Responsibilities:
- Support validation and performance analysis of popular ML frameworks (Pytorch, Tensorflow, etc) on AMD Radeon Open Compute (ROCm) platform solution
- Support validation and integration of Linux kernel driver and firmware for AMD Radeon Open Compute (ROCm) platform solution
- Identify roadblocks and inefficiencies in existing ecosystems, plan and implement processes/ tools
- Support issue reproduction, issue triage and remote debugging to accelerate bug fix turnaround time.
- Communicate key status updates for high-impact issues
- Work closely with supporting teams in design, diagnostics, emulation, firmware, and software to ensure readiness for first silicon arrival, enablement of IP functionality, and debug of critical features.
- Provide technical guidance and mentorship to team members, fostering professional growth and ensuring high-quality deliverables.
Preferred Experience:
- Strong programming/scripting skills (C/C++, Python)
- Strong general Linux systems administration, software development, and fixing knowledge and experience.
- Deep knowledge of ML frameworks.
- Linux kernel development experience, either core kernel development or device driver development.
- PC architecture knowledge
- Experience with Linux containers kernel level implementation (cgroups, name spaces)
- Familiarity with Linux networking and network/cluster management
- Familiarity with Linux GPU driver development (kernel and user-mode)
- Proven experience as a technical lead or team lead, managing and guiding engineering teams in a software development environment.
Academic Credentials:
- BS/MS/Ph.D. degree in Electrical Engineering, Mathematics, Computer Science, Engineering or an equivalent
