Senior Engineer, Advanced Modeling & AI Solutions

Micron Technology
Boise, Idaho, United States
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningSkills: ["Communication","Collaboration","End-to-end problem solving"]

Design and deploy physics-based, ML, and LLM-powered modeling solutions that accelerate semiconductor process, packaging, and early manufacturing decisions. You’ll architect agentic AI systems integrated with modeling and automation tools, define best practices for reliable production deployment, and improve performance via benchmarking, prompt tuning, RLHF, and feedback loops. Translate modeling results into clear insights for technical and non-technical audiences while partnering with cross-functional engineering teams.

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Micron Technology
Micron Technology
1 month ago

Senior Engineer, Advanced Modeling & AI Solutions

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Source: Company careers pageValidated by: Fursa AI
Last checked: 6 hours agoStatus: Live

Job Summary

Design and deploy physics-based, ML, and LLM-powered modeling solutions that accelerate semiconductor process, packaging, and early manufacturing decisions. You’ll architect agentic AI systems integrated with modeling and automation tools, define best practices for reliable production deployment, and improve performance via benchmarking, prompt tuning, RLHF, and feedback loops. Translate modeling results into clear insights for technical and non-technical audiences while partnering with cross-functional engineering teams.
Location: Boise, Idaho, United States
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 for 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 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.

Pay and Benefits

Perks:Health InsuranceDentalVisionParental LeavePaid HolidaysPaid Time-off

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 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.
  • •Strong communication skills and ability to lead AI/ML projects from problem definition through production in semiconductor environments.
Experience:SemiconductorAI/MLMachine learningLLMCloud
Education:
Skills:CommunicationCollaborationEnd-to-end problem solving
Tech Stack:PyTorchTensorFlowLLMsRAGAgentic workflowsAWSGCPAzureMLOpsCI/CDLangGraphAutoGenAgentEvalRLHFPrompt tuningBenchmarkingAgentic architectureMCPsKnowledge baseOntologies

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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