Principal GenAI Software Development Engineer

Role Summary

The Principal GenAI Software Development Engineer role involves building and fine-tuning large language models (LLMs) for automated Silicon design and Design Verification (DV). The position focuses on developing LLM-based EDA workflows that aid Design Engineers in producing high-quality Micron products efficiently.

Experience Level

Senior; 2+ years of experience with transformer models and 3+ years with Python required.

Responsibilities

The responsibilities include:

• Developing LLM applications for automating electronics design and verification.
• Optimizing LLMs for corner case uncovering, design optimization and spec-to-design translation.
• Implementing RL-based retraining and prompting to achieve desired outcomes from LLMs.
• Curation and maintenance of datasets for LLM training and evaluation.
• Benchmarking LLM efficiency and proposing improvements.
• Collaborating with Silicon authorities to integrate LLMs into EDA workflows.
• Contributing to standard methodologies for LLM development and deployment.

Requirements

Qualifications include:

• BS or MS degree in Computer Science, Electrical Engineering or equivalent experience.
• 2+ years of experience with transformer models.
• 3+ years of programming experience in Python.

Education Requirements

BS or MS degree in Computer Science, Electrical Engineering, or equivalent experience is required.

About the Company

Company: Micron Technology

Headquarters: Boise, Idaho, USA

Micron Technology is a global leader in memory and storage solutions, dedicated to transforming how the world uses information. The company offers a diverse portfolio of high-performance DRAM, NAND, and NOR memory products under the Micron and Crucial brands. With a commitment to customer focus and technological innovation, Micron drives advancements in artificial intelligence, 5G, and other data-centric applications, empowering users to learn, communicate, and progress.