SR AI ENGINEER, SMAI
Core
Design, build, and deploy production-grade full-stack AI applications for Micron's Autonomous Operations across worldwide fab and assembly/test plants.
Role type
Senior Full-Stack AI Engineer (Industrial AI)
Builds
End-to-end AI products including data pipelines, model training/inference, APIs, web/mobile front-ends, and robotics integration for smart manufacturing.
Domain
Semiconductor manufacturing / Industrial AI / Smart Factory
Deliverable
production ML models | product features | infrastructure
Required skills
Python, modern JavaScript/TypeScript, SQL, React/Angular/Streamlit, Python/FastAPI, Docker, Kubernetes, CI/CD, LLMs, agentic patterns, RAG, MLOps/LLMOps, GPU optimization, model quantization
Preferred skills
Semiconductor manufacturing experience, regulated high-reliability environment experience
Technologies
React, Angular, Streamlit, Python, FastAPI, Docker, Kubernetes, OpenShift, GitHub Actions, AWS/Azure/GCP
Responsibilities
Design and build end-to-end AI products from data ingestion to observability; Develop responsive front-ends backed by Python/FastAPI; Integrate LLMs and agentic workflows into production; Integrate robotics platforms, AMRs, and control systems with MES; Containerize services and automate releases; Instrument production AI with monitoring and drift detection; Apply Responsible AI practices for security and audit; Optimize performance and cost for edge or cloud deployment.
Seniority
Senior, hands-on IC