Advanced Microdevices Pvt. Ltd. (India) · 2 months ago
AI /ML CPU System Validation Architect
Folsom, CA
Full-time
Hybrid
Senior Level, Lead/Staff
8+ years expAdvanced Micro Devices, Inc is committed to building innovative products that enhance next-generation computing experiences. The AI/ML CPU System Validation Architect will develop scalable frameworks using AI/ML technologies to improve CPU system validation and debugging, collaborating closely with various teams to ensure high-quality processor delivery.
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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
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
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
x86 instruction set experience is a plus
Benefits
AMD benefits at a glance.
Company
Advanced Microdevices Pvt. Ltd. (India)
Advanced Microdevices (mdi) is a leader in innovative membrane technologies.
501-1000 employees
Funding
Current Stage
Late StageLeadership Team
Nalini Kant Gupta
Founder & Managing Director
Recent News
2024-10-18
2024-10-16
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