jobs in CANAAN CREATIVE GLOBAL PTE. LTD.

Sepenuh Masa LPU Chip Architecture Engineer Jobs, salary up to SGD 15,000 in CANAAN CREATIVE GLOBAL PTE. LTD. Clementi - Maukerja

LPU Chip Architecture Engineer

CANAAN CREATIVE GLOBAL PTE. LTD.

SGD9,000 - SGD15,000 Sebulan

Sepenuh Masa

Clementi, West Region (Singapore)

Kongsi
Simpan

Lokasi Kerja

  • Clementi West Region (Singapore) Singapore

Penerangan Kerja

Tanggungjawab

Responsibilities

  • Define the overall architecture of LPU chips based on a static dataflow architecture, including compute array design and on-chip SRAM memory hierarchy planning, to address latency and data movement challenges in large model inference.
  • Collaborate with compiler engineers to define hardware microarchitecture and enable hardware-software co-design, ensuring efficient scheduling strategies before tape-out.
  • Build architectural models to evaluate compute performance, memory bandwidth, latency, and power consumption, and benchmark LPU architecture against GPU and NPU architectures.
  • Research the inference characteristics of MoE and multimodal foundation models, and continuously optimize the LPU architecture for next-generation AI workloads.
  • Participate in front-end chip design, FPGA prototyping, chip bring-up, and performance validation.
  • Investigate state-of-the-art AI accelerator architectures (e.g. Groq, Etched, Cerebras), and contribute to architecture evaluation and future design improvements.

Qualifications

  • PhD graduate in Microelectronics, Integrated Circuits, Computer Architecture, Computer Engineering, Electrical Engineering, or a related field.
  • Solid understanding of computer architecture , AI accelerator architecture , static dataflow architecture , or systolic array architecture .
  • Familiar with the inference workflow of large language models, including Prefill and Decode stages. Knowledge of memory hierarchy and on-chip SRAM optimization is a plus.
  • Experience through research projects, FPGA implementation, or chip design projects involving AI accelerators, NPUs, GPUs, or related architectures.
  • Familiar with computer architecture modeling, performance analysis, or architectural simulation methodologies.
  • Strong programming skills (e.g. C/C++, Python) and familiarity with hardware design languages (Verilog/SystemVerilog) are preferred.
  • Good communication skills and the ability to collaborate across architecture, compiler, and hardware design teams.

Established in 2013, (Nasdaq: CAN) is a leading provider of high-performance ASIC chips. With a diversified strategy centered on "blockchain + AI," Canaan is dedicated to the research and development of high-performance ASIC computing chips, AI chips, and devices. As a Nasdaq-listed company, Canaan is recognized as the world's "first blockchain stock company".

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