Micron is seeking a hands-on Full-Stack AI Engineer to support the Industrial and Physical AI team. The role focuses on designing, building, and deploying production-grade AI applications for Autonomous Operations, with work spanning data pipelines, model development, and production integrations across manufacturing and digital twin environments.
Responsibilities
- Design, architect, and deliver end-to-end AI products, including data ingestion pipelines, feature engineering, model training and inference, APIs, user interfaces, and application monitoring.
- Build and maintain modern front-end applications using React, Angular, or Streamlit, backed by backend services developed in Python and FastAPI.
- Develop scalable integrations between manufacturing systems, robotics platforms, AMRs, sensor networks, and enterprise applications to enable intelligent factory operations.
- Design and implement digital twin environments using platforms such as NVIDIA Omniverse, Gazebo, or Unity Robotics Hub to support simulation, validation, and operational optimization.
- Integrate LLMs, agentic AI frameworks, and AI-assisted decision support capabilities into production manufacturing workflows.
- Deploy and manage containerized applications with Docker, Kubernetes, and CI/CD pipelines across cloud and edge computing environments.
- Optimize AI and simulation workloads through GPU acceleration, performance tuning, model optimization, and Responsible AI standards.
Requirements
- Bachelor’s degree in Computer Science, Software Engineering, Data Science, or a related technical field, or equivalent professional experience.
- 5+ years of experience designing, building, and deploying production web applications, AI solutions, or both.
- Strong programming skills in Python and modern JavaScript/TypeScript, with experience developing scalable software architectures.
- Experience building data ingestion, ETL, or feature engineering pipelines that support AI/ML applications at scale.
- Hands-on experience with at least one major cloud platform (AWS, Azure, or GCP), Docker, Kubernetes, and CI/CD pipeline development.
- Working knowledge of SQL and database technologies used in enterprise application development.
Technologies
- React, Angular, Streamlit
- Python, FastAPI
- NVIDIA Omniverse, Gazebo, Unity Robotics Hub
- LLMs
- Docker, Kubernetes, CI/CD
- GPU acceleration
- SQL, AWS, Azure, GCP
- JavaScript, TypeScript, ETL
About the Team
Micron’s Industrial and Physical AI team drives the transformation of semiconductor manufacturing through Autonomous Operations, AI, robotics, and digital twin technologies. The team develops and deploys solutions across Micron’s global fabrication and assembly/test facilities, supporting smarter, safer, and more efficient operations at scale.
Preferred Qualifications
- Master’s degree in Computer Science, Artificial Intelligence, Robotics, Data Science, or a related field, or equivalent experience.
- Prior experience in semiconductor manufacturing, advanced manufacturing, industrial automation, digital twin development, or other high-reliability operational environments.
- Experience implementing Generative AI solutions, including RAG architectures, prompt engineering, function/tool calling, agentic workflows, and LLMOps practices.
- Hands-on experience with digital twin and simulation platforms (NVIDIA Omniverse, Gazebo, Unity Robotics Hub, Siemens Tecnomatix, Unreal Engine) and the Autodesk stack (Revit, Navisworks, ACC, ReCap), including point-cloud processing, photogrammetry, Gaussian splatting, and geometry optimisation via IFC and Revit APIs.
- Experience integrating robotics, autonomous mobile robots (AMRs), industrial automation, and IoT sensor networks into software applications, with robotics development in ROS/ROS 2 and Isaac Sim/Lab, including SLAM perception, LiDAR/depth-camera data processing, and sim-to-real transfer (imitation learning, domain randomization).
- Proven experience in integration of SCADA/FMCS/BMS systems for smart facilities and EHS, ideally in semiconductor, data center, pharmaceutical, or other critical/cleanroom environments.
Benefits
- Choice of medical, dental and vision plans
- Benefit programs that help protect your income if you are unable to work due to illness or injury
- Paid family leave
- Robust paid time-off program and paid holidays
AI Alert
Candidates are encouraged to use AI tools to enhance their resume and/or application materials; however, all information provided must be accurate and reflect the candidate’s true skills and experiences. Misuse of AI to fabricate or misrepresent qualifications will result in immediate disqualification.
Fraud Alert
Micron advises job seekers to be cautious of unsolicited job offers and to verify the authenticity of any communication claiming to be from Micron by checking the official Micron careers website.
