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AI/ML Validation Engineer
full-timeAustin

Summary

Location

Austin

Type

full-time

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About this role



WHAT YOU DO AT AMD CHANGES EVERYTHING 

At AMD, our mission is to build great products that accelerate next-generation computing experiences—from AI and data centers, to PCs, gaming and embedded systems. Grounded in a culture of innovation and collaboration, we believe real progress comes from bold ideas, human ingenuity and a shared passion to create something extraordinary. When you join AMD, you’ll discover the real differentiator is our culture. We push the limits of innovation to solve the world’s most important challenges—striving for execution excellence, while being direct, humble, collaborative, and inclusive of diverse perspectives. Join us as we shape the future of AI and beyond.  Together, we advance your career.  




THE ROLE: 

AMD is looking for an AI solutions validation Engineer who is passionate about complex AI solutions, AI infrastructure, building cluster scale automation for distributed training and inference workloads, MLOps. You will be a member of a core team of incredibly talented industry specialists and will work with the very latest hardware and software technology.  

 

THE PERSON: 

The ideal candidate should be passionate about software engineering, system design, validation, automation and possess leadership skills to drive sophisticated issues to resolution. Able to communicate effectively and work optimally with different teams across AMD.  

 

KEY RESPONSIBILITIES: 

Work with AMD’s architecture specialists to validate AI solutions for distributed training and inference workloads with AMD's ROCM software

Build cluster scale automation for distributed training and inference workloads

Publish reference designs and benchmark numbers for AI workloads

Apply a data minded approach to target optimization efforts 

Design and develop new groundbreaking AMD technologies 

Participating in new ASIC and hardware bring ups 

Develop technical relationships with peers and partners 

 

PREFERRED EXPERIENCE: 

Good experience with complex compute systems used in AI, HPC deployments, backend network designs in RDMA clusters

Experience in validating complex AI infrastructure - GPUs, networking, ROCEv2, UEC, running benchmark tests like IBPerf benchmarking, RCCL/NCCL

Experience with running training of LLMs, MoE models, Image Generation, recommendations models with different frameworks like PyTorch, Tensorflow, Megatron-LM, JAX. Running training performance benchmarks.

Experience with running inference workloads in AI clusters with different inference frameworks like vLLM, SGLang. Running performance benchmarks for inference.

Experience with distributed systems and schedulers like Kubernetes, Slurm

Ability to write high quality automation frameworks and scripts using Python or Golang 

Experience with performance profiling of CPUs, GPUs and debugging complex compute, network, storage problems.

Experience with AMD ROCM would be an added advantage

Experience with Linux, Windows operating systems

Effective communication and problem-solving skills 

  

PREFERRED ACADEMIC CREDENTIALS: 

Bachelor’s or Master's degree in Computer Science, Computer Engineering, Electrical Engineering, or equivalent 

 

#LI-G11 

 

#LI-HYBRID




Benefits offered are described:  AMD benefits at a glance.

 

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.

 

AMD may use Artificial Intelligence to help screen, assess or select applicants for this position.  AMD’s “Responsible AI Policy” is available here.

 

This posting is for an existing vacancy.

Other facts

Tech stack
AI Solutions,MLOps,Automation,System Design,Validation,Communication,Python,Golang,Distributed Systems,Kubernetes,Slurm,Performance Profiling,Linux,Windows,Benchmarking,Complex Compute Systems,AI Infrastructure

About Advanced Micro Devices, Inc

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_

Team size: 10,001+ employees
LinkedIn: Visit
Industry: Semiconductor Manufacturing
Founding Year: 1969

What you'll do

  • The role involves validating AI solutions for distributed training and inference workloads and building cluster scale automation. The engineer will also publish reference designs and benchmark numbers for AI workloads.

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Frequently Asked Questions

What does a AI/ML Validation Engineer do at Advanced Micro Devices, Inc?

As a AI/ML Validation Engineer at Advanced Micro Devices, Inc, you will: the role involves validating AI solutions for distributed training and inference workloads and building cluster scale automation. The engineer will also publish reference designs and benchmark numbers for AI workloads..

Why join Advanced Micro Devices, Inc as a AI/ML Validation Engineer?

Advanced Micro Devices, Inc is a leading Semiconductor Manufacturing company.

Is the AI/ML Validation Engineer position at Advanced Micro Devices, Inc remote?

The AI/ML Validation Engineer position at Advanced Micro Devices, Inc is based in Austin, Texas, United States. Contact the company through Clera for specific work arrangement details.

How do I apply for the AI/ML Validation Engineer position at Advanced Micro Devices, Inc?

You can apply for the AI/ML Validation Engineer position at Advanced Micro Devices, Inc directly through Clera. Click the "Apply Now" button above to start your application. Clera's AI-powered platform will help match your profile with this opportunity and guide you through the application process. You can also learn more about Advanced Micro Devices, Inc on their website.