Test Automation Lead Machine Learning

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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

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.