CAD Automation and Machine Learning Engineer

Quick Facts

• Role: CAD Automation and Machine Learning Engineer

Description

Develop machine learning and large language model applications to help understand, explain, and interact with advanced circuit design software systems. Create and optimize pipelines for transistor-level analysis workflows and enable efficient reuse and delivery of hardware IP assets, collaborating closely with multiple design teams and internal customers.

Responsibilities

• Build innovative ML/LLM applications that interact with circuit design software and integrate with extensive compute infrastructure

• Find opportunities to optimize, expedite, and reuse delivery of hardware IP assets

• Support ML/LLM development processes by understanding input data, troubleshooting outputs, resolving software issues, and delivering solutions

• Collaborate with design teams (Custom Digital, Analog, Mixed-Signal, and more) to meet requirements and reduce duplicate work

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

Requirements

• BS in Computer Science or related field

• 3+ years of relevant industry experience

• Experience working with the UNIX shell environment and code revision control systems

Benefits

• Hands-on work applying machine learning to circuit design automation and silicon IP reuse

• Visible impact across transistor-level analysis, simulations, and signoff for cutting-edge integrated circuits