CAD Automation and ML Engineer

Quick Facts

• Role: CAD Automation and ML Engineer

• Focus: ML/LLM applied to circuit design automation, CAD integration, and silicon IP reuse

Description

Develop and deploy ML and large language model applications that help advanced circuit design automation software understand, explain, and interact with silicon design workflows, integrating with compute infrastructure. Identify opportunities to optimize and reuse delivery of hardware IP assets, while collaborating closely with design teams and supporting ML/LLM development through data understanding and troubleshooting. Deliver solutions that accelerate project timelines and address design teams’ requirements across multiple products.

Responsibilities

• Develop innovative ML and LLM applications for circuit design automation and CAD software interaction.

• Design and implement their interaction with extensive compute infrastructure.

• Identify opportunities for optimizing, expediting, and reusing delivery of hardware IP assets.

• Support ML and LLM development: understand input data, troubleshoot output, resolve software challenges that impact timelines, and deliver solutions to internal customers.

• Collaborate with diverse design teams (Custom Digital, Analog, Mixed-Signal, and more) to apply advanced techniques and reduce duplicate design work.

• Partner with CAD experts to validate ML-based applications, implement enhancements, and evaluate external vendor EDA packages and open-source solutions.

Requirements

• BS in Computer Science or related field.

• 10+ years of relevant industry experience.

Benefits

• Highly visible role with direct impact on state-of-the-art processors and customer experiences at scale.