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(Staff/Sr. Staff) NPU Design Engineer

Company

OMNIVISION

Location

singapore, singapore, Singapore

Type

Full-time

Description

Responsibilities:

  • Develop design requirements for an NPU based on system level specifications.
  • Being part of modelling the performance of the NPU module and its data transaction throughput.
  • Microarchitecture design and RTL coding using Verilog / System Verilog HDL for various sub-blocks of the NPU.
  • Understanding the mathematics of different convolution operators including different arithmetic formats (fixed point and floating point)
  • Estimate, measure and optimize PPA (Performance / Power / Area) to meet key objectives and results.
  • Optimizing micro-architecture design for low power and area is required.
  • Work closely with verification engineers to ensure comprehensive testing and debug any issues.
  • Support integration into the overall system, conducting design checks, and addressing lint/timing/CDC issues.
  • Collaborate with software teams to assist in compiler and toolchain dev...
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