Senior Full-Stack AI Engineer—Autonomous Manufacturing

United States Digital Space LLC; Singapore; On-site; SGD 180,000 - 260,000; Full time

Job summary

Micron is accelerating AI-driven manufacturing across its global network, seeking a Staff/Principal Full-Stack AI Engineer to drive strategy, architecture, and delivery of next-generation AI products. You will own AI solutions end-to-end—from data engineering to edge-to-cloud deployment—collaborating with data scientists, software, and robotics teams to enable intelligent enterprise decisions.

This role shapes the future of AI in semiconductor manufacturing, advancing autonomous operations and

Qualifications

• Bachelor's or Master's in CS/SE/DS or related field; equivalent industry experience accepted.
• 8+ years building and shipping production web, software, ML, or AI apps end-to-end.
• Proven cross-functional delivery across software, data science, robotics, and manufacturing.
• Experience deploying scalable AI apps, APIs, and data-driven solutions in production.

Responsibilities

• Design and build end-to-end AI products including data pipelines, models, APIs, and dashboards.
• Develop responsive front-end apps with React/Angular/Streamlit and Python/FastAPI backends.
• Create modular architectures bridging sensor, robotics, and enterprise data for decision support.
• Integrate robotics platforms and AMRs with manufacturing ecosystems and tools.
• Build digital twin environments (3D fab layouts, AMR fleets) using Omniverse, Gazebo, or similar.
• Implement LLMs/agentic AI in production workflows for engineering and manufacturing users.
• Containerize services with Docker and deploy via Kubernetes/OpenShift on cloud, on-prem, or edge.

Skills

Python

JavaScript/TypeScript

SQL

Docker

Kubernetes

Cloud platforms

CI/CD

GenAI

LLMs

ML frameworks

Distributed data

Robotics

Education

Bachelor's or Master's in CS/SE/DS

Tools

NVIDIA Omniverse

Gazebo

Unity Robotics Hub

Siemens Tecnomatix

Unreal Engine

Job description

Micron is accelerating AI-driven manufacturing across its global network, seeking a Staff/Principal Full-Stack AI Engineer to drive strategy, architecture, and delivery of next-generation AI products. You will own AI solutions end-to-end—from data engineering to edge-to-cloud deployment—collaborating with data scientists, software, and robotics teams to enable intelligent enterprise decisions.

This role shapes the future of AI in semiconductor manufacturing, advancing autonomous operations and