ML Software Engineer Intern - AI / CAD Integration

Job Description

Job Description

Are you passionate about applying machine learning to transform the future of semiconductor design? At Falcomm, we are on a mission to revolutionize semiconductor technologies by integrating AI-driven solutions into the design and development of our energy-efficient power amplifier products. As a ML Software Engineer Intern in AI / CAD Integration, you will collaborate with our team of experts to develop and deploy AI / ML models that enhance CAD workflows, automate design processes, and accelerate innovation in RFIC design. This role offers a unique opportunity to work at the intersection of software engineering, machine learning, and semiconductor design, contributing directly to tools and methodologies that drive next-generation hardware solutions.

We are seeking an intern who thrives in a fast-paced environment, is eager to tackle complex technical challenges, and is motivated to turn AI research into practical engineering solutions. If you have a strong foundation in machine learning, software development, and a desire to apply these skills to advance semiconductor innovation, we invite you to join us. At Falcomm, your creativity and technical expertise will help shape energy-efficient technologies that set new industry standards.

Responsibilities

• Design and implement code for training / serving ML models in chip design workflows
• Automate creation of large datasets for training models
• Integrate ML models into existing chip design software infrastructure
• Write comprehensive tests and documentation
• Collaborate with engineers to understand model requirements and deployment needs
• Participate in code reviews and follow software engineering best practices
• Research and evaluate new technologies for ML model serving and deployment

Requirements

Preferred Skills

Benefits