Senior AI Engineer – Design Automation

Realtek Singapore · Singapore

Sector
AI
Function
Product & Engineering
Level
Mid-Level
Employment type
Full Time
Posted
2026-08-17
Source
mycareersfuture

Description:Apply advanced AI techniques to accelerate the design of faster, smaller, and more power-efficient chips.Key Responsibilities:- Harness Large Language Models (LLMs) to automatically generate, refine, and debug RTL code in Verilog/SystemVerilog.  - Apply Graph Neural Networks (GNNs) to analyze chip netlists and predict wiring, spacing, and other physical design issues early in the flow.  - Develop autonomous AI agents capable of driving EDA tools, interpreting results, diagnosing failures, and applying fixes with minimal human intervention.  - Translate cutting-edge academic research in AI for EDA into robust, production-ready software tools used by silicon engineering teams.Requirements:- Ph.D. in Computer Science, Artificial Intelligence, Machine Learning, or related field- ‎Research (thesis or publications) related to Graph Machine Learning, Verilog/SystemVerilog optimization, or NLP techniques applied to code/hardware description languages. - Knowledge in traditional VLSI design flows, including synthesis, static timing analysis, and physical design with be a plus- Strong proficiency with PyTorch, PyTorch Geometric (PyG), and modern LLM frameworks.  - Programming skills in Python.

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AI Machine Learning Static Timing Analysis RTL Coding Development Tools Artificial Intelligence Simple Repairs Electronic Hardware Design