Senior GPU Performance Optimization Engineer

1 week ago

Austin Texas, United States Advanced Micro Devices, Inc Full time

Overview:

MAKE A DIFFERENCE WITH AMD TECHNOLOGY
At AMD, we are committed to enhancing lives through our innovative technology that impacts our industry, communities, and the globe.

Our goal is to create exceptional products that propel the future of computing experiences – essential components for data centers, artificial intelligence, personal computing, gaming, and embedded systems.

Central to our mission is the AMD culture. We challenge the boundaries of innovation to tackle the world's most pressing challenges. We pursue excellence in execution while being straightforward, humble, collaborative, and inclusive of diverse viewpoints.

Together at AMD, we progress_

Key Responsibilities:
HPC/ML GPU Performance Architect

POSITION SUMMARY:


AMD seeks a remarkable technical contributor to enhance the performance of AMD-based next-generation GPU accelerators tailored for High-Performance Computing (HPC) and Machine Learning (ML).

As a dedicated Server GPU Performance Architect within the MI SOC Architecture Team, your role will involve optimizing system-on-chip (SoC) performance by pinpointing opportunities across various components of system architecture, including applications, frameworks, drivers, GPU cores, memory, and I/O subsystems.

Your responsibilities will include gathering and analyzing performance profiling data and traces to identify performance bottlenecks, sharing insights to influence features in the upcoming generation of server GPUs and software stack components.

The ideal candidate should be well-versed in the latest advancements in GPU-accelerated HPC and ML, with the ability to assess, in a data-driven manner, how next-generation server GPUs and platforms should be designed to meet those requirements.

CANDIDATE PROFILE:
You possess a strong enthusiasm for modern, intricate processor architecture, digital design, and verification.

As a collaborative team player, you demonstrate excellent communication skills and have experience working with engineers across various locations and time zones.

You exhibit strong analytical and problem-solving abilities and are eager to learn and tackle challenges.

PRIMARY DUTIES:
Maintain and enhance AMD's technological leadership

Address challenges requiring innovative solutions

Make technical decisions that significantly influence product families, market strategies, and customer satisfaction

Maintain a technical outlook generally spanning 6 to 18 months.

Accountability for project execution with an impact on project/product timelines.


Collaborate closely with team members to comprehend design architecture and propose solutions to enhance performance with existing SoC/IP and market demands.

Conduct architectural modeling, performance analysis, and identify bottlenecks while collaborating with architects to propose performance improvement solutions.

Develop tools and methodologies for performance modeling and workload analysis.

Propose, communicate, and implement solutions to identified issues.

Engage in collaborative development and workload performance optimization with AMD's partners and customers.

PREFERRED QUALIFICATIONS:
Strong foundation in systems architecture, encompassing CPU or GPU, memory, storage, and I/O subsystems

Proficient in performance profiling tools

Experience with hardware performance counter monitoring tools

Knowledge of operating system internals and kernel parameter tuning

Familiarity with GPU accelerator performance benchmarks and codes (HPL, STREAM, etc.) is advantageous

Excellent communication skills (verbal, written, and presentation)

> 2 years of relevant industry or academic research experience

EDUCATIONAL BACKGROUND:


A Master's degree is required, with a PhD preferred, focusing on Electrical or Computer Engineering, Computer Architecture, or Computer Science with SoC/IP performance studies.


Compensation and Benefits:
At AMD, your base salary is just one aspect of your overall rewards package.

Your base salary will be determined based on your skills, qualifications, experience, and location relative to the hiring range for the position.

You may qualify for incentives based on your role, such as an annual bonus or sales incentive.

Many AMD employees have the opportunity to own shares of AMD stock and benefit from a discount when purchasing AMD stock through the Employee Stock Purchase Plan.

You will also be eligible for competitive benefits outlined in detail.

AMD is an equal opportunity employer and welcomes applications from all qualified candidates, considering all applicants without regard to age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political 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 applicable laws throughout all stages of the recruitment and selection process.

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