(Staff / Sr. Staff) NPU Design Engineer - D22 Jurong, Jurong Island, Tuas, SG

Roles & Responsibilities

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 development and their debugging.
• Produce clear and concise design documentation.

Requirements

Tell employers what skills you have

Deep learning

RISC

Computer Engineering

RTL Coding

ARM

Digital Design

UVM

RTL Design

SoC

Microarchitecture

SystemVerilog

Transformer

System Verilog

Debugging

Verilog

Electrical Engineering