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AI Design Engineering Intern
Macom Technology Solutions Holdings, Inc. 🇺🇸 Lowell, Massachusetts, United States of America
The intern will develop and deploy AI agents and fine-tune generative AI models to automate and accelerate the RF circuit and MMIC design workflow, ranging from initial definition through verification and tape out. Key tasks include generating passive networks, optimizing design and layout using various AI models, and defining data requirements for AI use in circuit design.
Responsibilities
- Work with experienced MMIC Design Engineers to understand and define opportunities to accelerate and automate the design workflow using AI
- Develop and deploy AI agents and agentic workflows to reduce cycle time for RF circuit and MMIC design
- Develop and fine tune generative AI models to generate passive networks, including IC components, filters, and matching networks based on natural language specifications
- Develop AI models to execute design and layout optimization using ANN, GNN, and CNN based models
- Define data requirements for AI use in RF circuit design, including circuit topology, parametric performance, component definition, layout, and translate these into clean data formats for use with AI models
- Develop synthesized data training sets to support and enhance the training breadth and performance of AI models for circuit and layout generation
Requirements
- Currently pursuing a graduate degree in Computer Science, Artificial Intelligence, Machine Learning or Data Science at an accredited university
- Prior class and/or work experience with AI/ML model development, Agentic AI, or Generative AI
- Understanding of current best practices for AI model and agent development
- Understanding of scalability, cost, and performance optimization for AI workloads
- Excellent collaboration and communication skills to work across software development, hardware and semiconductor engineering, operations and business teams
Benefits
- Hourly range of $20-$50 per hour
- Equal Opportunity Employer committed to a diverse workforce
- Reasonable accommodation for qualified individuals with physical and mental disabilities
Key Skills
About Macom Technology Solutions Holdings, Inc.
MACOM designs and manufactures RF, microwave, millimeter wave solutions and optoelectronics for Data Center, Telecommunication, Industrial and Aerospace and Defense applications. Headquartered in Lowell, Massachusetts, MACOM has offices throughout North America, Europe and Asia. MACOM is certified to the ISO9001 international quality standard and ISO14001 environmental management standard. MACOM has more than 75 years of application expertise with multiple design centers, GaN, Si, GaAs and InP fabrication, manufacturing, assembly and test, and operational facilities worldwide. In addition, MACOM offers foundry services that represents a key core competency within our business. MACOM sells and distributes products globally via a sales channel comprised of a direct field sales force, authorized sales representatives and leading industry distributors. Our sales team is trained across all of our products to give our customers insights into our entire portfolio.
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