System Architect

3 weeks ago

Singapur, Singapore Renesas Electronics Full time
Job Description

We are seeking a talented and motivated System Architect (AI Sub-system) to join our R&D team to own, define, and drive exploration and design of our next generation AI sub-system involving multi heterogeneous devices in high performance computing (HPC) SoCs.

Responsibilities
  • Participate and lead in the system solution design of next generation multi-core multi-chip AI sub-system that scales beyond 1000s TOPS for high performance computing.
  • Perform system validation, use case validation, performance analysis, benchmarking, modeling to identify performance bottlenecks, and system parameters optimization.
  • Deliver optimized solutions that meet the demanding requirements of HPC workloads and articulate them effectively across stakeholders ranging from toolchain, software and hardware teams, domain experts, and to technology leadership.
  • Collaborate with hardware teams to design and optimize the system's computational components, including processors, accelerators, interconnects,and memory subsystems.
  • Collaborate with software developers to define and implement software frameworks, libraries, and tools that maximize performance and productivity on the target HPC architecture.
  • Collaborate with domain experts and application developers to understand the unique requirements of specific workloads and propose tailored architectural solutions.
Qualifications
  • Bachelor's or Master's degree in Computer Engineering, Electrical Engineering, or related field; Ph.D. is a plus.
  • 10 years of embedded system design and development of SoCs and/or ASICs.
  • Prior direct experience (> 5 years) in GPU/NPU based sub-system.
  • Great understanding of multiple key technology areas is expected (Camera/Image sensors, Graphics, Audio, Video, Display, AI/ML, Computer Vision, distributed systems, SoC architecture, RTOS).
  • Great verbal and written communication skills capable of discussing, summarizing, and documenting large complex embedded systems.
  • Good problem-solving abilities and the ability to analyze and address complex performance and scalability challenges.
  • Good programming skills in languages such as C, C++, and/or Python.
  • Good ability to translate and navigate business and customer needs into actionable items for software and hardware development teams.
  • Working knowledge with ML frameworks like PyTorch and TensorFlow.
  • Working knowledge of ARM and/or RISCV CPU.
  • Working knowledge of software stack components, such as compilers, runtime systems, job schedulers, and scientific libraries.
Preferences
  • Experience in performance optimization via software-hardware co-design is a plus.
  • Experience with engineering tools and workflows for large systems is a plus.
  • Experience with SystemC modeling is a plus.
  • Working knowledge with ARM and/or RISCV ISA is a plus.
  • Working knowledge with FPGA is a plus.
  • Working knowledge with OpenCL/CUDA/SYCL programming is a plus.
  • Working knowledge of system interconnects like GbE, PCIe, InfiniBand, etc is a plus.
  • Working knowledge with RTL design is a plus.
About Renesas Electronics

Renesas is one of the top global semiconductor companies in the world. We strive to develop a safer, healthier, greener, and smarter world, and our goal is to make every endpoint intelligent by offering product solutions in the automotive, industrial, infrastructure and IoT markets. Our robust product portfolio includes world-leading MCUs, SoCs, analog and power products, plus Winning Combination solutions that curate these complementary products. We are a key supplier to the world's leading manufacturers of electronics you rely on every day; you may not see our products, but they are all around you.

Renesas employs roughly 21,000 people in more than 30 countries worldwide. As a global team, our employees actively embody the Renesas Culture, our guiding principles based on five key elements: Transparent, Agile, Global, Innovative, and Entrepreneurial. Renesas believes in, and has a commitment to, diversity and inclusion, with initiatives and a leadership team dedicated to its resources and values. At Renesas, we want to build a sustainable future where technology helps make our lives easier. Join us and build your future by being part of what's next in electronics and the world.

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