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NPU Design Lead / Engineer (Senior Staff)

OMNIVISION · Singapour

New
Senior 🇬🇧 English
Verilog RTL coding Synthesis UVM SoC design Digital design

Job description

About the role

This position is for a Senior Staff or Staff NPU Design Lead / Engineer who develops the design of Neural Processing Units (NPUs) from system-level specifications. The role covers microarchitecture design, RTL coding, performance modelling and close work with verification and software teams.

Key responsibilities

  • Develop NPU design requirements from system-level specifications and model the performance of the NPU module and its data transaction throughput.
  • Design the microarchitecture and write RTL code in Verilog / SystemVerilog for NPU sub-blocks.
  • Understand the mathematics of convolution operators and fixed-point and floating-point arithmetic formats.
  • Estimate, measure and optimise PPA (performance, power, area) and optimise the microarchitecture for low power and area.
  • Work with verification engineers to test and debug the design, and support integration into the overall system, including lint, timing and CDC checks.
  • Collaborate with software teams on compiler and toolchain development and debugging.
  • Produce clear and concise design documentation.

Required profile

  • 8+ years of digital design; 2-3 years of SoC design experience preferred.
  • At least one completed cycle of NPU design experience.
  • Hands-on digital design experience; preferably led a team of 3-4 people as a design lead.
  • MSEE or BSEE in Electrical or Computer Engineering.
  • Understanding of convolution operators and number systems.

Required skills

  • Microarchitecture design and RTL coding in Verilog / SystemVerilog.
  • Synthesis with power, timing and area analysis.
  • UVM verification methodology (a plus).
  • Deep learning algorithms such as CNN / Transformer (a plus).
  • NPU / GPU / DSP design experience (a plus); ARM or RISC-V processor systems (a plus).

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Published 8 hours ago

Expires 1 month from now

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OMNIVISION

Singapour