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2 weeks ago
The Front-End Design Lead/Director will be responsible for the end-to-end management of Neural Processing Unit (NPU) and System on Chip (SoC) design. This includes team leadership, module implementation, and full process optimization.
Key Responsibilities:- Lead Architecture Definition:
- Oversee SoC top-level and core module logic design, implementing high-performance IP using Verilog/SystemVerilog.
- Lead IP/SoC synthesis, DFT design, and back-end handoff.
- Responsible for the development of NPU subsystems, including the design and verification of key components such as Tensor/Vector computing units and data paths.
- Work closely with algorithm, architecture, and toolchain teams to analyze AI model characteristics and optimize parallel computing strategies.
- At least 8 years of experience in SoC development and 3+ years in NPU development.
- In-depth understanding of CNN/Transformer models and computing logic, with strong knowledge of hardware mapping and system-level performance optimization.
- Deep understanding of AI algorithms and data processing workflows.
- Proficient in Verilog and C; familiar with UVM verification methodology.
- Experienced with Linux OS and front-end EDA tools such as Spyglass, Design Compiler, PrimeTime, VCS from Synopsys/Cadence/Mentor.
- Skilled in scripting languages such as Tcl, Perl, Python.
- Strong logical thinking, communication, and teamwork skills.
- Able to perform under pressure.
- Familiar with GPU/NPU heterogeneous architectures; experienced with bus protocols and memory controller design or debugging.
- Master's degree or above in Electrical Engineering, Microelectronics, or related field.
Benefits
The ideal candidate will have a unique combination of technical expertise and business acumen, with excellent leadership and communication skills.
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