NPU Designer and Microarchitect

1 week ago

Singapore beBeeDesign Full time $120,000 - $180,000
Job Description:

As a NPU Design Engineer, you will be responsible for developing design requirements of an NPU given system level specifications. You will be part of modeling the performance of the NPU module and its data transaction throughput. Your key responsibilities will include microarchitecture design and RTL coding using Verilog/System Verilog HDL for various sub-blocks of the NPU.

You will need to understand the mathematics of different convolution operators including different arithmetic formats (fixed point and floating point). You will also estimate, measure, and optimize PPA (Performance/Power/Area) to meet key objectives and results.

Additionally, you will be required to optimize micro-architecture design for low power and area. You will work closely with verification engineers to ensure comprehensive testing and debug issues.

Furthermore, you will support integration into the overall system, conducting design checks, and addressing lint/timing/CDC issues. You will collaborate with software teams to assist in compiler and toolchain development and their debugging.

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