Senior Principal AI Solutions Architect
Hybrid · Milpitas, California, United States
Job Summary
Senior Principal AI Solutions Architect focused on translating AI inference workloads from data-center to edge into scalable system and infrastructure-level architectures. Responsible for researching and developing target workloads for AI inference across market segments, analyzing system-level performance on AI hardware/software frameworks, specifying requirements for performance, cost, and power, and guiding development of next-gen AI accelerators and software frameworks. Requires mastery of AI accelerators, computer architecture, distributed systems, memory hierarchies, and high-performance interconnects; ability to model customer usages into realistic workloads; and strong communication skills to collaborate across hardware and software teams. Sandisk emphasizes equal opportunity and comprehensive benefits.
Required Qualifications
- A Master's or PhD in Computer Science or Computer Engineering
- 10+ years of working experience in AI/ML software, hardware architecture, and workload analysis
- Strong expertise in AI accelerators, computer architecture, distributed systems, memory hierarchies, and high performance interconnects used in AI systems
- Ability to convert customer usages into realistic workloads that can be accurately modeled for performance, power, and cost in various hardware and software architectures
- Ability to predict trends in a quantitative way to influence hardware and software architecture direction
- Proficiency in using tools to profile, analyze, and optimize performance
- Excellent communication skills
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