Micron Technology
Semiconductor
Staff,Principal,TLPEngineer,AdvancedModeling&AISolutions
Neural analysis suggests this role is
optimal for Senior candidates.
“Staff, Principal, TLP Engineer, Advanced Modeling & AI Solutions at Micron Technology. Skills: AI, Machine Learning, LLMs, Agentic AI. Design modeling solutions. Deploy modeling solutions”
Industry & Context.
Complex problems
What They're Looking For.
Must Have
Experience developing machine learning models, Hands-on AI/ML systems deployment, Experience deploying ML pipelines on cloud
Nice to Have
Lead AI/ML projects, AI/ML in semiconductor environments, MLOps practices, CI/CD pipelines, Production LLM deployment, Agentic AI frameworks, AgentEval evaluation tools, Agentic Architecture development, MCPs, Knowledge Base / Ontologies, Partner with cross-functional teams
What You'll Do.
Design modeling solutions
Deploy modeling solutions
Architect agentic AI systems
Integrate with modeling tools
Integrate with design automation
Integrate with fab/test platforms
Define best known methods
Promote best known methods
Evaluate model performance
Improve model performance
Translate modeling results
Provide clear insights
How You'll Work.
Team & Collaboration
Cross-functional engineering teams; Hardware and software teams
Communication Scope
Data storytelling; Visualizations
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. 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 experi
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