Senior or Staff Engineer, Advanced Modeling & AI Solutions Boise, Idaho, United States of Ameri[...]

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

Benefits offered by this job

Medical, dental, and vision plans

Paid time-off program

Paid family leave

Job summary

Micron Technology, Inc is seeking a Senior or Staff Engineer for their Advanced Modeling & AI Solutions team in Boise, Idaho. This role focuses on leading the design and deployment of AI-driven solutions that enhance semiconductor technology development, requiring robust experience in AI/ML systems and collaboration skills.

The ideal candidate will have a Bachelor's, Master's or PhD in a related field and significant experience in deploying machine learning models. At Micron, we offer comprehensive benefits designed to support both your wellbeing and professional growth.

Qualifications

• Experience in developing machine learning models on large datasets.
• Hands-on experience with AI/ML systems deployment.
• Strong understanding of agentic AI frameworks.

Responsibilities

• Design and deploy physics-based, ML, and LLM-powered modeling solutions.
• Architect AI systems for digital twin development.
• Translate modeling results into clear insights for stakeholders.

Skills

Machine Learning

AI/ML Systems

Data Storytelling

Cross-functional Collaboration

Education

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

Tools

PyTorch

TensorFlow

AWS

GCP

Azure

Job description

## Senior or Staff Engineer, Advanced Modeling & AI SolutionsBoise, Idaho, United States of AmericaApply NowFind out how well you match with this jobJob IDJR103107**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 solutions that directly influence process technology, packaging, and early manufacturing decisions. If you enjoy driving hard problems end to end and collaborating across hardware and software teams, this role offers real impact and visibility.Note: We are hiring for more than one role spanning Senior/Staff/Principal/Technical Staff Engineer.**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. 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* 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 skillsAs a world leader in the semiconductor industry, Micron is dedicated to your personal wellbeing and professional growth. Micron benefits are designed to help you stay well, provide peace of mind and help you prepare for the future. We offer a choice of medical, dental and vision plans in all locations enabling team members to select the plans that best meet their family healthcare needs and budget. Micron also provides benefit programs that help protect your income if you are unable to work due to illness or injury, and paid family leave. Additionally, Micron benefits include a robust paid time-off program and paid holidays. 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.To learn about your **right to work click here.**To learn more about Micron, please visit **micron.com/careers**For US Sites Only: To request assistance with the application process and/or for reasonable accommodations, please contact Micron’s People Organization at hrsupport\[e-mail] or 1-800-336-8918 (select option #3)Micron Prohibits the use of child labor and complies with all applicable laws, rules, regulations, and other international and industry labor standards.Micron does not charge candidates any recruitment fees or unlawfully collect any other payment from candidates as consideration for their employment with Micron.AI alert**:** Candidates are encouraged to use AI tools to enhance their resume and/or application materials. However, all information provided must be accurate and reflect the candidate's true skills and experiences. Misuse of AI to fabricate or misrepresent qualifications will result in immediate disqualification.Fraud alert: Micron advises job seekers to be cautious of unsolicited job offers and to verify the authenticity of any communication claiming to be from Micron by checking the official Micron careers website in the About Micron Technology, Inc.