Full-Stack AI Engineer, IPAI, SMAI
Core
Design, build, and deploy production-grade AI applications for Micron's Autonomous Operations across worldwide fab and assembly/test plants.
Role type
Full-Stack AI Engineer (Industrial AI)
Builds
End-to-end AI products including data pipelines, model training/inference, APIs, web/mobile front-ends, and on-prem/edge deployments for fab engineers and operators.
Domain
Semiconductor manufacturing / Industrial AI
Deliverable
production ML models | product features | infrastructure
Required skills
Python, modern JavaScript/TypeScript, SQL, cloud platforms (AWS/Azure/GCP), Docker, Kubernetes, CI/CD, LLMs, agentic patterns, RAG, MLOps/LLMOps, React/Angular/Streamlit, FastAPI, GPU optimization, model quantization.
Preferred skills
Semiconductor manufacturing experience, regulated high-reliability environment experience.
Technologies
Python, JavaScript, TypeScript, SQL, React, Angular, Streamlit, 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 and control systems with smart manufacturing applications; 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
Mid-level, hands-on IC