Lead AI Engineer — Full-Stack & Twin for Manufacturing

Micron Technology, Inc; Singapore; On-site; SGD 180,000 - 260,000; Full time

Job summary

Micron Technology, Inc in Singapore seeks a Staff/Principal Full-Stack AI Engineer to drive AI products for autonomous manufacturing. You will own data pipelines, model training and inference, APIs, and dashboards, collaborating with data scientists, software engineers, robotics teams, and manufacturing leaders.

You will build frontend apps with React/Angular/Streamlit, Python/FastAPI services, and deploy via Docker/Kubernetes.

Qualifications

• Bachelor's or Master's in Computer Science, Software Engineering, Data Science or related field.
• 8+ years building and shipping production web, software, ML or AI apps end-to-end.
• Experience designing and deploying scalable AI applications and APIs.
• Strong experience with Python and modern JavaScript/TypeScript.

Responsibilities

• Design, architect, and build end-to-end AI products for manufacturing.
• Develop frontend apps using React/Angular/Streamlit with Python/FastAPI backend.
• Integrate robotics platforms and digital twin environments into AI pipelines.
• Containerize services with Docker and deploy via Kubernetes/OpenShift.
• Lead AI platform scaling, performance, and cost optimization.
• Apply Responsible AI practices and governance in production.

Skills

Python

JavaScript/TypeScript

SQL

Docker

Kubernetes/OpenShift

Cloud platforms (AWS/Azure/GCP)

CI/CD

ML/AI

GenAI technologies

LLM integration

RAG

Agentic AI patterns

Distributed data processing

ROS/ROS 2

NVIDIA Omniverse / Gazebo

Education

Bachelor's degree in CS/Software Eng/Data Science

Master's degree preferred

Tools

NVIDIA Omniverse

Gazebo

Unity Robotics Hub

ROS/ROS 2

Job description

Micron Technology, Inc in Singapore seeks a Staff/Principal Full-Stack AI Engineer to drive AI products for autonomous manufacturing. You will own data pipelines, model training and inference, APIs, and dashboards, collaborating with data scientists, software engineers, robotics teams, and manufacturing leaders.

You will build frontend apps with React/Angular/Streamlit, Python/FastAPI services, and deploy via Docker/Kubernetes.