Sr Full-Stack AI Engineer, IPAI, SMAI
Core
Design, build, and deploy production-grade full-stack AI applications for Micron's Autonomous Operations, bridging real-time sensor/robotics data with enterprise dashboards and digital twin environments.
Role type
Senior IC full-stack AI engineer (smart manufacturing)
Builds
End-to-end AI products including data pipelines, model training/inference, web/mobile front-ends, APIs, and containerized microservices for edge/cloud deployment.
Domain
Semiconductor manufacturing / Smart manufacturing / Robotics
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Python, TypeScript/JavaScript, SQL, React/Angular/Streamlit, FastAPI, Docker, Kubernetes, CI/CD, LLMs/GenAI frameworks, digital twin platforms (NVIDIA Omniverse, Unity, Gazebo), GPU-accelerated inference optimization
Preferred skills
Semiconductor manufacturing experience, 3D modeling, Siemens Tecnomatix, Unreal Engine, MLOps/LLMOps practices
Technologies
Python, TypeScript, React, Angular, Streamlit, FastAPI, Docker, Kubernetes, OpenShift, AWS/Azure/GCP, NVIDIA Isaac Sim, Gazebo, Unity Robotics Hub, NVIDIA Omniverse
Responsibilities
Architect scalable application layers bridging sensor data with decision-support tools; integrate robotics platforms and AMRs with smart manufacturing systems; construct 3D digital twin environments for simulation and path planning; implement LLM and agentic AI workflows for fab engineers; optimize GPU workloads for inference and physics simulation; apply Responsible AI practices for security and audit logging.
Seniority
Senior, hands-on IC