NPU Design Lead / Engineer (Senior Staff)
OMNIVISION · Singapour
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
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