AMD · 5 hours ago
AI /ML CPU System Validation Architect
Austin, TX
Full-time
Onsite
Senior Level, Lead/Staff
$161K/yr - $241K/yr
8+ years expAMD is a leading company in advanced computing technologies, and they are seeking an AI/ML CPU System Validation Architect. This role involves building scalable frameworks using AI/ML technologies to enhance CPU system validation and debug processes, while collaborating with various teams to ensure high-quality product delivery.
Embedded SoftwareArtificial Intelligence (AI)SemiconductorCloud ComputingElectronicsHardwareAI InfrastructureComputerEmbedded SystemsGPU
No H1B
Hiring Manager
Laura Marin
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
Required
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
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
x86 instruction set experience is a plus
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
Benefits
AMD benefits at a glance.
Company
AMD
Advanced Micro Devices is a semiconductor company that designs and develops graphics units, processors, and media solutions.
10001+ employees
Funding
Current Stage
Public CompanyTotal Funding
unknownKey Investors
OpenAIDaniel Loeb
2025-10-06Post Ipo Equity
2023-03-02Post Ipo Equity
2021-06-29Post Ipo Equity
Leadership Team
Lisa Su
Chair & CEO
Mark Papermaster
CTO and EVP
Recent News
2026-02-06
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