Senior AI & Physics Modeling Engineer (Semiconductors)

Micron Technology, Inc.; Boise (ID); On-site; USD 140,000 - 200,000; Full time

Job summary

Micron Technology, Inc. is seeking senior-level engineers to design and deploy AI/ML models and agentic/LLM-powered solutions that influence semiconductor process technology, packaging, and early manufacturing decisions. Work spans hardware-software collaboration to drive end-to-end digital twin development.

You will lead projects across design automation, modeling tools, and fab/test platforms, delivering production-ready architectures and robust evaluation of model performance.

Qualifications

• Design and deploy physics-based ML/LLM modeling solutions for semiconductor processes and packaging
• Architect agentic AI systems integrated with design automation and fab/test platforms
• Lead production-ready deployment of LLMs and agentic workflows in semiconductor environments

Responsibilities

• Design and deploy physics-based, ML, and LLM-powered modeling solutions for semiconductor process, package, and manufacturing workflows
• Architect agentic AI systems that integrate with modeling tools, design automation environments, and fab/test platforms to enable digital twin development
• Define and promote best known methods for deploying LLMs and agentic systems reliably in production environments
• Evaluate and improve model performance using structured benchmarking, prompt tuning, RLHF, and feedback loops
• Translate modeling results into clear insights through data storytelling and visualizations for technical and non-technical audiences

Skills

AI/ML system design

LLM integration

Communication

Cross-functional collaboration

Education

Bachelor’s/Master’s/PhD in EE/CS

Tools

PyTorch

TensorFlow

AWS

GCP

Azure

Job description

Micron Technology, Inc. is seeking senior-level engineers to design and deploy AI/ML models and agentic/LLM-powered solutions that influence semiconductor process technology, packaging, and early manufacturing decisions. Work spans hardware-software collaboration to drive end-to-end digital twin development.

You will lead projects across design automation, modeling tools, and fab/test platforms, delivering production-ready architectures and robust evaluation of model performance.