Senior Engineer, Advanced Modeling & AI Solutions

Micron Technology; Boise (ID); On-site; USD 100,000 - 130,000; Full time

Benefits offered by this job

Medical, dental, vision plans

Paid family leave

Paid time off

Paid holidays

Job summary

Micron Technology in Boise, Idaho, seeks a skilled professional to design AI systems that accelerate semiconductor technology development. The role requires a Master’s or PhD in Engineering or Computer Science and over 5 years of proven experience with Python and AI/ML frameworks. Responsibilities include deploying ML pipelines and developing modeling solutions for semiconductor processes. Micron Technology offers a competitive benefits package and is committed to diversity in the workplace.

Qualifications

• 5+ years of experience using Python with semiconductor design, process, or manufacturing datasets.
• Hands-on experience building and deploying AI/ML systems.

Responsibilities

• Design and deploy physics-based, ML, and LLM-powered modeling solutions for semiconductor workflows.
• Architect agentic AI systems that integrate with design automation environments.

Skills

Python

AI/ML frameworks

Data storytelling

Semiconductor processes

Education

Master’s or PhD in Electrical Engineering or Computer Science

Tools

PyTorch

TensorFlow

AWS

GCP

Azure

Job description

Our vision is to transform how the world uses information to enrich life for all.

Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever.

At Micron, our Technology Development team sits at the center of innovation. We build advanced modeling and AI solutions that shape how memory and storage technologies are designed, built, and scaled. Working at the intersection of physics, data, and engineering, we turn complex problems into practical breakthroughs that matter!

This role is critical to how we accelerate semiconductor technology development using advanced AI and physics‑based modeling. You will lead the design and deployment of agentic and LLM‑powered systems that directly influence process technology, packaging, and early manufacturing decisions. If you enjoy owning hard problems end to end and collaborating across hardware and software teams, this role offers real impact and visibility.

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

Minimum Qualifications

• Master’s or PhD in Electrical Engineering, Computer Science, or a related field
• 5+ years of experience using Python with semiconductor design, process, or manufacturing datasets
• Hands‑on experience building and deploying AI/ML systems using frameworks such as PyTorch or TensorFlow, including LLMs, RAG, and agentic workflows
• Experience deploying ML pipelines on cloud platforms such as AWS, GCP, or Azure
• Proven ability to lead AI/ML projects from problem definition through production in semiconductor environments

Preferred Qualifications

• Direct experience applying AI/ML to semiconductor design, process technology, validation, or manufacturing workflows
• Experience with MLOps practices, CI/CD pipelines, and production LLM deployment
• Strong understanding of agentic AI frameworks such as LangGraph or AutoGen and evaluation tools such as AgentEval
• Demonstrated ability to partner with cross‑functional engineering teams and turn complex models into actionable decisions

Micron offers a comprehensive benefits package including medical, dental, vision plans, income protection, paid family leave, paid time off, paid holidays, and more. For additional information regarding the benefit programs available, please see the Benefits Guide posted on micron.com/careers/benefits.

Micron is proud to be an equal‑opportunity workplace and is an affirmative action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, age, national origin, citizenship status, disability, protected veteran status, gender identity or any other factor protected by applicable federal, state, or local laws.