Micron Technology
Semiconductor
SeniorEngineer,AdvancedModeling&AISolutions
Neural analysis suggests this role is
optimal for Senior candidates.
“Senior Engineer, Advanced Modeling & AI Solutions at Micron Technology. Design physics-based modeling solutions. Deploy physics-based modeling solutions”
Industry & Context.
Complex problems
What They're Looking For.
Must Have
Bachelors, Masters or PhD, Experience developing machine learning models, Experience building AI/ML systems, Experience deploying AI/ML systems, Experience deploying ML pipelines
Nice to Have
Lead AI/ML projects, Applying AI/ML to semiconductor design, Applying AI/ML to process technology, Applying AI/ML to validation, Applying AI/ML to manufacturing, Experience with MLOps practices, Experience with CI/CD pipelines, Experience with production LLM deployment, Understanding of agentic AI frameworks, Experience with Agentic Architecture development, Experience with MCPs, Building Knowledge Base, Building Ontologies, Partner with cross-functional teams, Turn complex models into decisions
What You'll Do.
Design physics-based modeling solutions
Deploy physics-based modeling solutions
Design ML-powered modeling solutions
Deploy ML-powered modeling solutions
Design LLM-powered modeling solutions
Deploy LLM-powered modeling solutions
Architect agentic AI systems
Integrate with modeling tools
Integrate with design automation environments
Integrate with fab/test platforms
Enable digital twin development
Define best known methods
Promote best known methods
Deploy agentic systems reliably
Evaluate model performance
Improve model performance
Translate modeling results
Provide clear insights
How You'll Work.
Team & Collaboration
Cross-functional engineering teams
Communication Scope
Data storytelling; Technical audiences; Non-technical audiences
Full 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 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
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