Server Performance Architect- Ml/ai/hpc Workloads - Bengaluru, Karnataka, India - Advanced Micro Devices, Inc

Advanced Micro Devices, Inc

Verified Company

Bengaluru, Karnataka, India

1 week ago

Posted by:

Deepika Kaur

beBee Recuiter

Description

Overview:

WHAT YOU DO AT AMD CHANGES EVERYTHING
We care deeply about transforming lives with AMD technology to enrich our industry, our communities, and the world.

Our mission is to build great products that accelerate next-generation computing experiences - the building blocks for the data center, artificial intelligence, PCs, gaming and embedded.

Underpinning our mission is the AMD culture. We push the limits of innovation to solve the world's most important challenges. We strive for execution excellence while being direct, humble, collaborative, and inclusive of diverse perspectives.

AMD together we advance_

Responsibilities:

MTS SILICON DESIGN ENGINEER

THE ROLE:

THE PERSON:

KEY RESPONSIBILITIES:

Characterize the properties of ML/AI/HPC workloads.
Analyze performance profiling data to isolate performance bottlenecks on current generation hardware.
Capture traces, run simulations of future designs and highlight key performance sensitivities and bottlenecks to microarchitecture development teams.
Work with relevant software teams to drive optimizations based on performance analysis into key server software components (linux, compiler, optimized libraries, etc).
Perform competitive analysis across AMD and other hardware platforms.

PREFERRED SKILLS AND EXPERIENCE:

Strong foundation in any two of CPU core, memory, storage and I/O subsystems.
Power user of performance profiling and hardware performance counter tools.
Good understanding of operating systems concepts (e.g. scheduling, memory management, paging, interrupt handling, etc).
Excellent programming skills (C/C++).
Data analysis skills (Excel or Python).
Familiarity with complex cloud or enterprise software such as database, data analytics, machine learning, and relevant benchmarks such as SPECCPU, SPECjbb15, etc.

REQUIRED EXPERIENCE: