Principal Staff Post-Silicon Performance Engineer (Technical Lead)

Advanced Micro Devices, Inc; Penang; On-site; MYR 240,000 - 420,000; Full time

Benefits offered by this job

AMD benefits at a glance

Job summary

Advanced Micro Devices, Inc. seeks a senior technical leader to shape post-silicon performance characterization for AMD Data Center products across single-node to rack-scale deployments in Penang, Malaysia.

You will set direction for complex investigations, connect silicon behavior to system outcomes, and drive hardware, firmware, drivers, and workload improvements. You will mentor engineers, translate performance objectives into validated results, and collaborate across sites to deliver

Qualifications

• Bachelor’s or master’s degree in Computer Engineering, Electrical Engineering, Computer Science, or a related field.
• Proven technical leadership on cross-functional programs and strong systems-level thinking.
• Experience with Python and ML frameworks is advantageous.

Responsibilities

• Define and lead performance-characterization strategies for Data Center products across HPC and ML workloads.
• Establish scalable workload-execution and performance-data-collection frameworks.
• Drive power, thermal, and performance definitions by linking architecture to measured behavior.
• Lead development of characterization and optimization test plans.
• Drive scaling and bottleneck analysis across rack-scale deployments.
• Mentor engineers and influence engineering decisions across teams.

Skills

Technical leadership

Python

C/C++

Shell scripting

Computer architecture

HPC/ML workloads

Scale-up/scale-out

PCIe HSIO

Analytical judgment

Communication skills

Education

Bachelor’s or Master’s in Computer Engineering, Electrical Engineering, CS

Tools

TensorFlow

PyTorch

Job description

ADVANCE YOUR CAREER. ADVANCE THE WORLD.

At AMD, we believetechnology 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 AMDis shapingthefuture.

Whetheryou’redesigning next-gen processors, enabling AI breakthroughs, orbringing leading edge products to market, every role at AMD contributes to something bigger— technologythat moves the world forward.Join us and, together, we’ll advance your career.

THE ROLE:

As a senior technical leader, you will shape post-silicon performance characterization and optimization for AMD Data Center products across single-node, multi-node, and rack-scale deployments. You will set technical direction for complex performance investigations, connect silicon behavior to system-level outcomes, and drive improvements across hardware, firmware, drivers, platforms, and workloads.

This is an individual-contributor role with broad technical influence. You will partner across organizations and sites, mentor engineers, and help translate performance objectives into validated product results.

KEY RESPONSIBILITIES:

• Define and lead performance-characterization strategies for AMD Data Center products, spanning HPC and ML workloads and single-node through multi-node deployments.


• Establish scalable, repeatable workload-execution and performance-data-collection frameworks.


• Influence product power, thermal, and performance definition by connecting architectural goals to measured silicon and system behavior.


• Lead the development and evolution of characterization and optimization test plans across diverse usage scenarios.


• Drive performance attainment across scale-up and scale-out configurations, including:
  
  
  
  • Multi-GPU scaling efficiency within a node
  
  
  • Interconnect bandwidth utilization, including XGMI / Infinity Fabric
  
  
  • Collective communication efficiency and communication–compute overlap
  
  
  • Strong- and weak-scaling behavior
  
  
  • Rack- and cluster-level bottleneck identification and mitigation
  
  


• Analyze interactions among power-management features, thermal behavior, and performance; develop configurations that balance throughput and performance-per-watt.


• Identify architectural and system-level bottlenecks, and design experiments that expose and help mitigate worst-case performance scenarios.


• Lead prototyping and experimentation to evaluate architectural, firmware, driver, and platform enhancements.


• Drive complex root-cause investigations across hardware, firmware, drivers, platform, and workload stacks through to resolution and performance closure.


• Serve as a technical authority across teams; communicate findings, tradeoffs, and recommendations to engineering stakeholders.


• Mentor engineers and raise the technical quality and consistency of post-silicon performance methodologies, tools, and workflows.

PREFERRED EXPERIENCE:

• Demonstrated technical leadership on complex, cross-functional engineering programs, including influence across organizations, locations, and time zones.


• Strong programming skills, preferably in Python; experience with ML frameworks such as TensorFlow or PyTorch is an advantage.


• Proficiency in C/C++ and shell scripting, with experience in performance tooling and automation.


• Deep understanding of computer architecture, GPU system organization, and performance analysis.


• Extensive knowledge of HPC and ML workloads, including scaling behavior, collective communications, and performance bottlenecks.


• Experience analyzing scale-up and scale-out performance at rack or cluster level.


• Familiarity with high-speed I/O (HSIO) performance, such as PCIe, is a plus.


• Strong analytical judgment and problem-solving skills, with a record of turning ambiguous performance symptoms into evidence-based conclusions and actionable fixes.


• Excellent written and verbal communication skills; able to explain complex technical findings and influence engineering decisions.

ACADEMIC CREDENTIALS:

• Bachelor’s or master’s degree in Computer Engineering, Electrical Engineering, Computer Science, or a related field.

LOCATION:

Penang, Malaysia

#LI-KL1

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.