12 дней назад
Principal Engineer, SoC NPU Architect (AI)
242 500 - 376 650$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Principal Engineer, SoC NPU Architect (AI): Designing and optimizing NPU architectures for next-generation Samsung SoCs with an accent on performance, power, area, and hardware-software co-optimization. Focus on cycle-accurate modeling, AI workload mapping, CNN and LLM optimization, and developing architecture proposals across hardware, drivers, operating systems, and system teams.
Location: Mountain View, California, USA; office-based role
Base pay: $242,500–$376,650 USD annually, with annual bonus eligibility and benefits.
Company
develops advanced SoC architectures and IP blocks for future Galaxy smartphones, IoT products, and other devices.
What you will do
- Lead NPU subsystem architecture, interfaces, performance analysis, and power trade-offs for next-generation SoCs.
- Propose architectural and microarchitectural features to improve performance, power, and area across targeted workloads.
- Develop cycle-accurate and analytical performance and functional models, simulations, and silicon correlation analyses.
- Analyze benchmarks, applications, CNN and LLM workloads, and AI use cases for NPU mapping and optimization.
- Co-design hardware and software architectures for low-power, high-performance systems.
- Document and communicate architecture proposals across hardware, software, driver, OS, system, and technology leadership teams.
Requirements
- Bachelor’s, master’s, or PhD degree in electrical engineering, computer science, a related science, or equivalent experience.
- 16+ years of experience in NPU architecture and development.
- Hands-on experience developing cycle-accurate performance and functional models.
- Strong knowledge of CNN and LLM models and experience with machine learning frameworks including TensorFlow, PyTorch, or ONNX.
- Proficiency in Python, SystemC, and/or C++, with experience in SoC microarchitecture, interfaces, and logic modules.
- Experience with memory subsystems, prefetching, multi-core systems, memory coherency, or AI model optimization on GPU architectures.
Nice to have
- Performance and power modeling experience with Platform Architect.
- Experience mapping AI use cases to IP blocks.
Culture & Benefits
- Collaboration with Samsung headquarters, global R&D teams, and strategic SoC partners.
- Comprehensive compensation package with annual bonus eligibility.
- Generous employee benefits.
- Inclusive workplace and equal employment opportunity.
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