SoC Architect - GPU and NPU

Lab Overview

The Samsung SOC Lab vision provides innovative SoC architecture, bus / memory subsystem, multimedia subsystems and key IP blocks for future Samsung Galaxy products (Smartphones, tablets and future devices). We are defining the high performance SoC architecture development for various Galaxy device lineups. This lab collaborates with Samsung's strategic SoC partners, Samsung MX headquarter team, and key R&D teams around the globe to innovate and reinvent technology that will positively impact millions of people around the world via the Galaxy flagship products.

Position Summary:

We are looking for a SOC Architect for GPU and NPU to build a development of GPU and NPU subsystem architecture in next generation SOCs. This is a highly visible hands on role that will contribute to GPU and NPU sub-system architecture, interface, performance and power tradeoffs.

Position Responsibilities:

• Identify and deliver GPU and NPU subsystem architecture proposals for products in new and existing markets
• Evaluate architecture proposal benefits in collaboration with team of SoC Architects and communicate the results across related engineering audiences (SW, HW, Architecture, Leadership)
• Perform high-level performance modeling/simulation and analysis of GPU and NPU features, applications, benchmarks, and complex uses cases
• Direct and orchestrate performance modeling, and studies to support inclusion of these features in the next generation “Fabric, System cache and DRAM controller” microarchitecture based on performance, area or power improvement
• Deliver architecture/microarchitecture proposals and specifications to the design team and articulate them effectively across audiences ranging from hardware & software engineers to architecture community peers, and to technology leadership
• Collaborate with silicon bring-up and product teams to verify and debug the proposal and its delivered performance
• Collaborate across teams to bring microarchitectural proposals to fruition across the SOC, Driver, OS, System through detailed documentations

Required Skills:

• BSc, Masters or PhD in Computer Science/Engineering, or equivalent combination of education, training, and experience
• 8+ years of experience in SOC or ASIC design and architecture
• Prior direct experience (> 7 years) in GPU and NPU subsystem architecture or microarchitecture is required
• High proficiency in architecture analysis and performance modeling, ranging from simple analytical models to complex cycle accurate performance model and correlation, especially around GPU and NPU IPs
• Ability to leverage existing simulation capabilities [GEM5, FastSIM, Platform Architect] or create new simulation capabilities when necessary
• Detailed knowledge of ARM bus infrastructure (ACE/AXI/AHB), GPU and NPU architecture and new development