Server Performance Architect- Ml/ai/hpc Workloads

4 months ago

Bengaluru Karnataka, India Advanced Micro Devices, Inc Full time

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**:

- B.Tech + 7 years, M.Tech + 5 years, or PhD + 2 years in Computer Science/Engineering or related field of study.

**LOCATION**:
Bangalore, India

Qualifications:

- Benefits offered are described: _AMD benefits at a glance.

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