AI /ML CPU System Validation Architect jobs in United States
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AMD · 2 hours ago

AI /ML CPU System Validation Architect

positionFolsom, CA
timeFull-time
remoteOnsite
senioritySenior Level, Lead/Staff
money$161K/yr - $241K/yr
date8+ years exp

AMD is a leading company focused on building innovative products that enhance computing experiences across various domains. The AI/ML CPU System Validation Architect will develop advanced frameworks to accelerate CPU system validation and debug, working closely with both pre-silicon and post-silicon teams to ensure high-quality processor delivery.

Artificial Intelligence (AI)Cloud ComputingComputerEmbedded SystemsGPUHardwareSemiconductor
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Growth Opportunities
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H1B Sponsor Likelynote
Hiring Manager
Laura Marin
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Responsibilities

Lead the charge at AMD evaluating, implementing, and deployment of AI/ML solutions in a post-silicon environment to accelerate CPU debug and bug hunting
Build and maintain ML pipelines using frameworks such as PyTorch, TensorFlow, or scikit-learn for anomaly detection, failure classification, and root cause analysis
Develop and refine NLP models using transformer models, tokenization libraries(NLTK, spaCy, etc.) to meet CPU post-silicon validation use cases and requirements
Utilize machine learning techniques to analyze and interpret data
Implement and deploy Microservices/ML Pipelines on Linux/Windows Platforms
Solutions are delivered via a fully automated CI/CD Pipeline
Work closely with CPU post-silicon validation engineers to understand their requirements and develop AI/ML solutions that meet their needs, balancing technical feasibility with business objectives

Qualification

AI/ML solutionsPython programmingML frameworksPost-silicon validationNLP modelsMicroservicesSQL/NoSQL databasesAnalytical skillsCommunication skillsTeam player

Required

Lead the charge at AMD evaluating, implementing, and deployment of AI/ML solutions in a post-silicon environment to accelerate CPU debug and bug hunting
Build and maintain ML pipelines using frameworks such as PyTorch, TensorFlow, or scikit-learn for anomaly detection, failure classification, and root cause analysis
Develop and refine NLP models using transformer models, tokenization libraries(NLTK, spaCy, etc.) to meet CPU post-silicon validation use cases and requirements
Utilize machine learning techniques to analyze and interpret data
Implement and deploy Microservices/ML Pipelines on Linux/Windows Platforms
Solutions are delivered via a fully automated CI/CD Pipeline
Work closely with CPU post-silicon validation engineers to understand their requirements and develop AI/ML solutions that meet their needs, balancing technical feasibility with business objectives
Strong Python programming skills with experience in ML frameworks (PyTorch, TensorFlow, scikit-learn) and data processing libraries (pandas, NumPy)
Hands-on experience developing AI/ML models in real-world environments and integrating AI/ML using cloud-native or hybrid technologies into applications
Experience with SQL and NoSQL databases, vector databases, and working with large-scale structured and unstructured datasets
Post-silicon validation and/or system level debug
Laboratory experience with post-si platforms
Developing validation testplans
Good written and oral communication skills
Strong analytical/problem solving skills, ability to learn quickly, and pronounced attention to detail
Self-motivated, a good team player
BS/MS/PhD in Electrical or Computer Engineering with multiple years of relevant experience

Preferred

8+ yrs of experience in software product development with at least 4 yrs of relevant technical expertise in designing & developing AI/ML solutions, including experience with deep learning, NLP, and time-series analysis
x86 instruction set experience is a plus

Benefits

AMD benefits at a glance.

Company

AMD

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Glassdoor4.1
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Advanced Micro Devices is a semiconductor company that designs and develops graphics units, processors, and media solutions.
dateFounded in 1969
location
Santa Clara, California, USA
people-size10001+ employees
web-link
http://www.amd.com

H1B Sponsorship

AMD has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (711)
2024 (770)
2023 (551)
2022 (739)
2021 (519)
2020 (547)

Funding

Current Stage
Public Company
Total Funding
unknown
Key Investors
OpenAIDaniel Loeb
2025-10-06Post Ipo Equity
2023-03-02Post Ipo Equity
2021-06-29Post Ipo Equity

Leadership Team

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Lisa Su
Chair & CEO
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Mark Papermaster
CTO and EVP
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Recent News

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Company data provided by crunchbase