Full-Stack AI Engineer, Industrial and Physical AI
Build and deploy full-stack AI applications for Micron’s global semiconductor manufacturing operations, integrating LLMs, robotics, and MLOps pipelines with React/Angular front-ends and Kubernetes deployments.
- Compensation
- Not disclosed
- Location
- Taichung - Fab 16, Taiwan
- Work setup
- Not specified
- Seniority
- Not specified
- Employment
- Not specified
- Experience
- 2+ years
- Category
- Fullstack
- Posted
Skills
Must have
- Bachelor's or Master's degree in Computer Science, Software Engineering, Data Science, or a related field; equivalent industry experience accepted
- 2+ years building and shipping production web or AI applications end to end
- Python skills and modern JavaScript/TypeScript
- SQL fluency
- Hands-on experience with at least one cloud (AWS, Azure, or GCP) and with Docker + Kubernetes; CI/CD pipeline ownership
- Working knowledge of LLMs and the GenAI stack: prompt engineering, function/tool calling, RAG, agentic patterns; familiarity with MLOps / LLMOps and model evaluation/safety practices
- Bonus: prior experience in semiconductor manufacturing or any regulated high-reliability environment
Full 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.
Join Micron Technology at a defining moment in our history. We are seeking a hands-on, results-driven Full-Stack AI Engineer to design, build, and deploy production-grade AI applications across our worldwide fab and assembly/test plants. Reporting in Industrial and Physical AI director, you will own AI products end to end -- from data pipelines and model training to web/mobile front-ends, APIs, and on-prem or edge deployment -- shipping the tools that put AI into the hands of fab engineers, operators, and leadership across this global program.
Job Responsibilities
Design, build, and ship full-stack AI applications for Micron's Autonomous Operations, including: -
- Design and build end-to-end AI products: 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 into production workflows for fab engineers
- Integration of robotics platforms, AMRs, tool automation, and control systems with smart manufacturing applications and the Micron MES ecosystem
- Containerize services (Docker), deploy via Kubernetes / OpenShift, and automate releases with CI/CD (GitHub Actions)
- Instrument production AI with monitoring, drift detection, evals, and feedback loops; treat MLOps as a first-class engineering concern
- Apply Responsible AI practices: input validation, prompt-injection defense, PII/IP redaction, model risk and audit logging
- Optimize performance and cost: caching, batching, GPU utilization, model quantization, and right-sizing inference for edge or cloud
Qualifications
- Bachelor's or Master's degree in Computer Science, Software Engineering, Data Science, or a related field; equivalent industry experience accepted
- 2+ years building and shipping production web or AI applications end to end
- Python skills and modern JavaScript/TypeScript
- SQL fluency
- Hands-on experience with at least one cloud (AWS, Azure, or GCP) and with Docker + Kubernetes; CI/CD pipeline ownership
- Working knowledge of LLMs and the GenAI stack: prompt engineering, function/tool calling, RAG, agentic patterns; familiarity with MLOps / LLMOps and model evaluation/safety practices
- Bonus: prior experience in semiconductor manufacturing or any regulated high-reliability environment