Full-Stack AI Engineer, Industrial and Physical AI

Micron Technology
Taiwan
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningExperience: 2+ yearsSkills: ["Hands-on","Results-driven","End-to-end ownership","Strong type-safety"]

Design, build, and deploy production-grade full-stack AI applications for Micron’s Autonomous Operations across fab and assembly/test plants. Own AI products end to end—data pipelines, model training and inference, APIs, web/mobile front-ends, observability, and responsible AI safeguards. Integrate LLM/agent workflows and robotics/MES ecosystem capabilities, containerize and deploy with Docker/Kubernetes/OpenShift, and optimize MLOps/LLMOps for reliable, cost-effective on-prem or edge deployment.

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FursaFursa
Micron Technology
Micron Technology
1 week ago

Full-Stack AI Engineer, Industrial and Physical AI

✓ Verified Job

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

Source: Company careers pageValidated by: Fursa AI
Last checked: 12 hours agoStatus: Live

Job Summary

Design, build, and deploy production-grade full-stack AI applications for Micron’s Autonomous Operations across fab and assembly/test plants. Own AI products end to end—data pipelines, model training and inference, APIs, web/mobile front-ends, observability, and responsible AI safeguards. Integrate LLM/agent workflows and robotics/MES ecosystem capabilities, containerize and deploy with Docker/Kubernetes/OpenShift, and optimize MLOps/LLMOps for reliable, cost-effective on-prem or edge deployment.
Location: Taiwan
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Design, build, and ship end-to-end AI products including data ingestion, feature pipelines, model training/inference, APIs, web UI, and observability.
  • •Develop responsive front-ends in React, Angular, or Streamlit, backed by Python/FastAPI, with strong type-safety and test coverage.
  • •Integrate LLMs and agentic workflows into production workflows for fab engineers.
  • •Integrate robotics platforms/AMRs/tool automation/control systems with smart manufacturing applications and the Micron MES ecosystem.
  • •Containerize and deploy AI services using Docker and Kubernetes/OpenShift, automate releases with CI/CD, and instrument production AI with monitoring, drift detection, evals, and feedback loops while applying Responsible AI practices.

Key Requirements

  • •2+ years building and shipping production web or AI applications end to end.
  • •Strong Python skills and modern JavaScript/TypeScript, plus SQL fluency.
  • •Hands-on experience with at least one cloud (AWS, Azure, or GCP) and Docker + Kubernetes, including CI/CD pipeline ownership.
  • •Experience with React, Angular, or Streamlit and building APIs/services with strong type-safety and test coverage.
  • •Working knowledge of LLM/GenAI stacks including prompt engineering, function/tool calling, and RAG, with familiarity with MLOps/LLMOps and model evaluation/safety practices.
Experience:2+ years
Education:
Skills:Hands-onResults-drivenEnd-to-end ownershipStrong type-safety
Tech Stack:ReactAngularStreamlitPythonFastAPIJavaScriptTypeScriptSQLAWSAzureGCPDockerKubernetesOpenShiftGitHub ActionsLLMsGenAIRAGAgentic patternsMLOps

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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