6 дней назад
Senior Staff Engineer, SoC NPU Architect (AI)
203 700 - 305 500$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Senior Staff Engineer, SoC NPU Architect (AI): Designing and optimizing NPU subsystems for next-generation Samsung SoCs with an accent on performance, power, area, and hardware-software co-optimization. Focus on cycle-accurate performance modeling, mapping CNN and LLM workloads to NPU IP, and developing microarchitectural features for low-power, high-performance devices.
Location: 665 Clyde Avenue, Mountain View, California, USA; office-based role
Base pay range: $203,700–$305,500 USD annually, with annual bonus eligibility and benefits.
Company
develops SoC architectures and key IP blocks for future Samsung Galaxy smartphones, IoT products, and other devices.
What you will do
- Lead NPU subsystem architecture, microarchitecture, interfaces, and performance and power tradeoffs for next-generation SoCs.
- Propose architectural features that improve performance, power efficiency, and area across targeted AI workloads.
- Develop cycle-accurate and analytical performance and functional models, simulations, and silicon correlation analyses.
- Analyze benchmarks, applications, and complex use cases, including CNN and LLM workloads, and map AI use cases to NPU IP.
- Co-design hardware and software for low-power, high-performance architectures.
- Document and communicate architecture proposals while collaborating with hardware, software, driver, OS, system, and global Samsung teams.
Requirements
- Bachelor’s, master’s, or PhD degree in electrical engineering, computer science, a related science, or equivalent experience.
- 14+ 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, and ONNX.
- Proficiency in Python, SystemC, and/or C++.
- Experience with SoC microarchitecture, interface subsystems, logic modules, memory subsystems, multi-core systems, or memory coherency.
Nice to have
- Performance and power modeling experience with Platform Architect.
- Experience mapping AI use cases to IPs and optimizing ML models on GPU architecture.
- Experience with hardware memory management units and prefetching.
Culture & Benefits
- Collaborate with Samsung MX headquarters, global R&D teams, and strategic SoC partners.
- Work on technologies supporting Samsung Galaxy flagship products and the AI for All strategy.
- Comprehensive compensation package with annual bonus eligibility and benefits.
- Inclusive workplace with equal employment opportunities and reasonable accommodation support.
- Strict protection of current and former employers’ trade secrets is required during the application process.
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