Sr. Staff Systems Design Engineer - (AI/ML System Validation Lead)

Advanced Micro Devices, Inc.; California, San Jose (MO, CA); On-site; USD 100,000 - 160,000; Full time

Job summary

Join a forward-thinking company as a Silicon Validation Lead, where your expertise in silicon validation for AI processors will drive innovation. This dynamic role involves architecting scalable validation frameworks and developing application-specific kernels for cutting-edge AI technologies. Collaborate with a talented team to tackle complex challenges in product development and system engineering. Experience personal growth while contributing to groundbreaking advancements in computing. If you're passionate about technology and eager to make an impact, this opportunity is for you!

Benefits

Employee Stock Purchase Plan

Annual Bonus Opportunities

Competitive Benefits

Flexible Work Hours

Professional Development Opportunities

Qualifications

• Experience in silicon validation of AI processors and VLIW based vector processors.
• Proficiency in C++ kernel development and debugging on pre/post silicon platforms.
• Strong communication skills and ability to solve complex technical problems.

Responsibilities

• Define test plans and validation environments for AI Engine processor architecture.
• Develop and validate VLIW-based processor systems on pre and post-silicon platforms.
• Lead discussions in the AI Engines Technical Solutions Team forum.

Skills

Silicon Validation

C++ Programming

Machine Learning Models

Debugging Skills

System Design

Communication Skills

Education

BS in Electrical Engineering

MS in Electrical Engineering

PhD in Electrical Engineering

Tools

Matlab

TensorFlow

PyTorch

Lauterbach

gdb

Valgrind

Job description

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_

THE ROLE:

We are looking for a dynamic, energetic Silicon Validation Lead to join our growing team in AI Group. In this role, the individual will be responsible for architecting and developing scalable silicon validation framework,defining kernel dataflow architecture, defining block level and system level tests for AI Engine (AIE) block for edge and cloud based platforms, ML model performance evaluation on AI Engine based silicon platforms, AIE instruction modeling, developing application specific kernels for AIE block, defining block and system level performance, developing performance tests, and test bring-up and debug on pre/post silicon platforms. This role expects the individual to drive the test plan, validation infrastructure, test bring-up and debug, driving automation framework and working with AIE architecture and design team to ensure functional and performance requirements are signed off. The team is dynamic and fast paced offering each of its members tremendous personal opportunity to grow their knowledge and skills in complex problem solving, product development and system engineering.

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.
• Bring up emerging ML models based on CNN, transformers and characterize performance.
• Develop and validate VLIW-based processor systems on both pre-Silicon and post-Silicon platforms based on different use case applications
• Develop application specific reusable kernel code for AI Engine processors.
• 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 performance validation of ML models for edge and cloud based platforms.
• 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 in TensorFlow, PyTorch, Keras is a plus.
• 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 with years experience or MS with years of experience
• PhD in Electrical Engineering or Computer Engineering with years of experience

LOCATION:

San Jose, Ca.

#LI-JT1

At AMD, your base pay is one part of your total rewards package. Your base pay will depend on where your skills, qualifications, experience, and location fit into the hiring range for the position. You may be eligible for incentives based upon your role such as either an annual bonus or sales incentive. Many AMD employees have the opportunity to own shares of AMD stock, as well as a discount when purchasing AMD stock if voluntarily participating in AMD's Employee Stock Purchase Plan. You'll also be eligible for competitive benefits described in more detail here.

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.