Senior or Staff Engineer, Advanced Modeling & AI Solutions

Micron Technology
Boise, Idaho
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningEducation: bachelorsSkills: ["Leadership","Cross-functional collaboration","Communication","Problem-solving","Stakeholder alignment"]

Design and deploy physics-based, ML, and LLM-powered modeling solutions for semiconductor process, packaging, and early manufacturing decisions. Lead agentic and LLM system architecture that integrates with modeling tools and fab/test platforms to enable digital twin development. Drive reliable production deployment using benchmarking, prompt tuning, RLHF, and feedback loops, and translate results into clear insights via data storytelling and visualizations for technical and non-technical partners.

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Micron Technology
Micron Technology
1 month ago

Senior or Staff Engineer, Advanced Modeling & AI Solutions

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Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 20 hours agoStatus: Live

Job Summary

Design and deploy physics-based, ML, and LLM-powered modeling solutions for semiconductor process, packaging, and early manufacturing decisions. Lead agentic and LLM system architecture that integrates with modeling tools and fab/test platforms to enable digital twin development. Drive reliable production deployment using benchmarking, prompt tuning, RLHF, and feedback loops, and translate results into clear insights via data storytelling and visualizations for technical and non-technical partners.
Location: Boise, Idaho
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Design and deploy physics-based, ML, and LLM-powered modeling solutions for semiconductor process, package, and manufacturing workflows.
  • •Architect agentic AI systems integrated with modeling tools, design automation environments, and fab/test platforms to enable digital twin development.
  • •Define and promote best practices 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 outputs into actionable insights through data storytelling and visualizations for technical and non-technical audiences.

Pay and Benefits

Perks:Health InsuranceDentalVisionPaid LeavePaid Holidays

Key Requirements

  • •Bachelors, Masters, or PhD in Electrical Engineering, Computer Science, or a related field with experience commensurate with the role.
  • •Experience developing machine learning models on large and diverse datasets.
  • •Hands-on experience building and deploying AI/ML systems using PyTorch or TensorFlow, including LLMs, RAG, and agentic workflows.
  • •Experience deploying ML pipelines on cloud platforms such as AWS, GCP, or Azure.
  • •Experience leading AI/ML projects from problem definition through production in semiconductor environments (preferred).
Experience:SemiconductorsSemiconductor designMachine learningCloudLLM/RAGAgentic AI
Education:Bachelor's in Electrical Engineering, Computer Science, or a related field
Skills:LeadershipCross-functional collaborationCommunicationProblem-solvingStakeholder alignment
Tech Stack:PyTorchTensorFlowLLMsRAGAgentic workflowsAWSGCPAzureLangGraphAutoGenRLHFMLOpsCI/CDAgentEvalMCPs

Company Brief

Micron Technology
Designs and manufactures semiconductor memory and storage solutions, including DRAM, NAND, and NOR flash, for computing, networking, mobile, and automotive markets worldwide.
Industry: Electronics Manufacturing
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Public Company
Valuation: Public Company (Market Cap in USD)
Funding: IPO / Publicly Listed
Headquarters: Boise, United States
Founded: 1978
Glassdoor
Glassdoor: 3.7
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