Senior or Staff Engineer, Advanced Modeling & AI Solutions

Micron Technology; Boise (ID); On-site; USD 100,000 - 140,000; Full time

Benefits offered by this job

Medical, dental, and vision plans

Paid time off

Paid family leave

Job summary

Micron Technology is seeking a candidate to join the Technology Development team in Boise, Idaho, to lead projects focused on innovative AI and machine learning solutions in semiconductor technology. This role involves designing and deploying advanced modeling solutions, ensuring effective integration with existing systems.

The ideal candidate will possess a degree in Electrical Engineering or Computer Science, with hands-on experience in developing machine learning models and deploying AI systems on cloud platforms. Strong communication skills are essential for translating technical results to diverse audiences.

Micron offers comprehensive benefits including medical, dental, vision plans, and robust paid time off.

Qualifications

• Experience in developing machine learning models on large datasets.
• Hands-on experience in AI/ML deployment using frameworks like PyTorch or TensorFlow.
• Experience deploying ML pipelines on cloud platforms.

Responsibilities

• Design and deploy ML modeling solutions for semiconductor workflows.
• Architect AI systems that integrate with various modeling tools.
• Evaluate model performance using benchmarking and feedback loops.

Skills

Machine learning

Artificial Intelligence

Data storytelling

Python

Communication skills

Education

Bachelor's, Master's or PhD in Electrical Engineering, Computer Science or related field

Tools

PyTorch

TensorFlow

AWS

GCP

Azure

Job description

Our Vision

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.

Role Overview

The 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. This role is critical to accelerating semiconductor technology development using advanced AI and physics-based modeling. You will lead the design and deployment of agentic and LLM‑powered solutions that directly influence process technology, packaging, and early manufacturing decisions.

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 methods such as 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

• Bachelors, Masters or PhD in Electrical Engineering, Computer Science, or a related field with experience commensurate with the role.
• Experience in developing machine learning models on large and diverse 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.

Preferred Qualifications

• Proven ability to lead AI/ML projects from problem definition through production in semiconductor environments.
• 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.
• Experience with Agentic Architecture development, MCPs, and building Knowledge Base / Ontologies from disparate data sources.
• Demonstrated ability to partner with cross‑functional engineering teams and turn complex models into actionable decisions.
• Strong communication skills.

Benefits

Micron offers a choice of medical, dental and vision plans in all locations, robust paid time‑off, paid holidays, and benefit programs that help protect income if unable to work due to illness or injury, as well as paid family leave.

Equal Opportunity Employment

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.