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Staff NPU Design Engineer
EnviroDynamics Solutions PteSingapore30+ days ago
Job descriptionStrong Verilog / SystemVerilog RTL design and verification skills. Deep understanding of digital design principles and methodologies with SoC desgin experience Proficiency in performance modeling and power estimation techniques. Experience with NPU architecture and design. Experience with machine learning algorithms and data structures. Proficiency in scripting languages (Python, Perl). Familiarity with FPGA prototyping and verification. Experience with optimizing micro-architectures for low-power and low-area is a plus. Knowledge in deep learning algorithms such as CNN / Transformer is a plus. Experience with past design experience with NPU / GPU / DSP design is a plus. Experience with ARM or RISC-V processor systems is a plus.
Job Description
Responsibilities :
- Define NPU architecture based on system-level requirements.
- Develop performance models to evaluate design trade-offs.
- Design and implement NPU microarchitecture using Verilog / SystemVerilog.
- Optimize NPU for performance, power, and area (PPA) metrics.
- Collaborate with verification, software, and system teams for seamless integration.
- Create comprehensive design documentation.
Required Skills :
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Design Engineer • Singapore