(Sr./Staff) NPU Design Engineer
Location
singapore, singapore
Job Type
Full-time
Category
Design & Development
Posted
June 14, 2026
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 debu...