jobs in Canaan Inc.

全职 AI Chip Architecture Engineer – Hardware-Software Co-Design 工作, 薪水, Canaan Inc. 公司招聘中 - Ricebowl

AI Chip Architecture Engineer – Hardware-Software Co-Design

Canaan Inc.

Undisclosed

Singapore

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工作地点

  • Singapore

职位描述

岗位职责

Responsibilities

Responsibilities

· Define and evaluate architectural features for next-generation AI inference chips.

· Analyze Transformer and LLM workloads to identify performance, power, area, memory, and latency bottlenecks.

· Explore AI accelerator architectures and microarchitectures, including compute arrays, memory hierarchy, NoC, DMA, scheduling, and dataflow.

· Work on hardware-software co-design for LLM inference, including operator mapping, tiling, memory planning, and compiler-guided optimization.

· Collaborate with algorithm, compiler, RTL, verification, and software teams to deliver implementable architecture solutions.

· Propose novel architecture ideas and contribute to patents and technical documentation.

Qualifications

· Bachelor’s degree or above in Computer Engineering, Computer Science, Electrical Engineering, or related fields.

· Strong knowledge of computer architecture, AI accelerators, memory hierarchy, interconnect, and performance analysis.

· Familiarity with Transformer and LLM architecture, including attention, FFN, quantization, KV cache, prefill, and decoding.

· Experience with compiler, MLIR/LLVM/TVM/XLA/Triton, or kernel optimization is preferred.

· Familiarity with Verilog, SystemVerilog, VHDL, or Chisel is a plus.

· Strong analytical, communication, collaboration, and learning skills.

· Fresh graduates with strong fundamentals and relevant project experience are encouraged to apply.

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