Mts Ai/ml Validation Eng

3 weeks ago

Hyderabad, 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. This is who we are at our best. One Company. One Team.

AMD together we advance_

**Responsibilities**:
**MTS AI/ML VALIDATION ENGINEER**

**THE ROLE**:
**THE PERSON**:
As a Silicon Validation Lead, you will drive innovative, scalable, and automated silicon validation framework for AMD’s AI Engine block. In this position, your expertise on silicon validation of AI processors will be necessary towards product development, definition, and root cause resolution.

**KEY RESPONSIBILITIES**:

- Define test plan, validation environment for VLIW based AI Engine processor architecture.
- Model ML model using validation framework and validate performance target
- Bring up test suite on pre/post silicon platform.
- Debug test failures on pre/post-silicon platform using trace interface, waveform viewer.
- Solve challenging technical problems with complex SoC based systems that integrate robust algorithms and features.
- Lead the discussion in the AI Engines Technical Solutions Team forum.
- Be involved in all aspects of integrated product development, including design, prototyping, implementation, testing, and product demonstration.
- Provide feedback on architecture, use cases, IP design, tools, and documentation.
- Create reference model using Matlab/Python libraries and verify functionality of kernels

**PREFERRED EXPERIENCE**:

- Proficiency in pre and post silicon validation of VLIW based vector processors.
- Proficiency in defining test plan, coverage metric for VLIW based vector processors.
- Experience in pre/post silicon validation of AI processors
- Experience in TensorFlow, PyTorch, Keras and similar ML frameworks
- Proficiency in C++ based kernel development for distributed processors.
- Excellent C/C++ coding skills
- Experience in processor performance and memory performance characterization
- Experience in signal and power integrity, step load characterization
- Experience in creating system designs with compute engine, NOC and DDR/HBM
- Experience in system debug using Lauterbach, gdb, Valgrind and other debug tools is required.
- Experience with static and dynamic power characterization is a plus.
- Familiarity with VLIW SIMD vector processor architecture,
- Familiarity in Matlab signal processing library and 5G toolbox is a plus.
- Strong communication skills.

**ACADEMIC CREDENTIALS**:

- BS+10 years or MS with 8 years of exp
- PhD in Electrical Engineering or Computer Engineering with 5 year of experience

Qualifications:

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

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