Senior AI Engineer for AI-Driven Chip Design & EDA

Realtek Semiconductor Corp.; Singapore; Vor Ort; SGD 120.000 - 190.000; Vollzeit

Zusammenfassung

Realtek Semiconductor Corp. in Singapore is seeking a PhD-level Research Scientist to push AI for EDA. You will develop RTL enhancement methods using LLMs and graph ML to optimize Verilog/SystemVerilog code and chip netlists.

You will translate research into robust software tools used by silicon engineering teams, collaborating across R&D to accelerate design of faster, smaller, energy-efficient chips while ensuring production-readiness.

Qualifikationen

• PhD in Computer Science, AI, ML or related field.
• Research related to Graph Machine Learning, Verilog/SystemVerilog optimization, or NLP applied to code/hardware.

Aufgaben

• Harness LLMs to automatically generate, refine, and debug RTL code in Verilog/SystemVerilog.
• Apply Graph Neural Networks to analyze chip netlists and predict wiring, spacing, and physical design issues early in the flow.
• Develop autonomous AI agents to drive EDA tools, interpret results, diagnose failures, and apply fixes with minimal human intervention.
• Translate cutting-edge AI for EDA research into production-ready software tools used by silicon engineering teams.

Kenntnisse

Verilog

SystemVerilog

Graph ML

NLP for code

Python

Ausbildung

PhD in CS/AI/ML

Tools

PyTorch

PyG (PyTorch Geometric)

LLM frameworks

Jobbeschreibung

Realtek Semiconductor Corp. in Singapore is seeking a PhD-level Research Scientist to push AI for EDA. You will develop RTL enhancement methods using LLMs and graph ML to optimize Verilog/SystemVerilog code and chip netlists.

You will translate research into robust software tools used by silicon engineering teams, collaborating across R&D to accelerate design of faster, smaller, energy-efficient chips while ensuring production-readiness.