End-to-End Full-Stack AI Engineer for Smart Manufacturing

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE. LTD.; Singapore; On-site; SGD 90,000 - 130,000; Full time

Job summary

Micron Technology's SMAI invites an ambitious Full-Stack AI Engineer to help design, deploy, and support AI-powered applications that enhance manufacturing operations across global fabs and assembly sites.

You will collaborate with data scientists, software engineers, and manufacturing stakeholders to build scalable AI solutions, APIs, and automation tools that enable data-driven decision making and autonomous workflows.

Qualifications

• Bachelor's or Master's degree in Computer Science, Software Engineering, Data Science, or a related field; equivalent industry experience accepted.
• 2+ years building and shipping production web or AI applications end to end.
• Experience developing and deploying web applications, APIs, or data-driven solutions.
• Hands-on experience with at least one cloud platform (AWS, Azure, or GCP).

Responsibilities

• Design and build end-to-end AI solutions, including data ingestion pipelines, feature engineering, model training and inference, APIs, web applications, and observability capabilities.
• Develop responsive front-end applications using React, Angular, or Streamlit, backed by Python/FastAPI services, with strong type-safe development and test coverage practices.
• Support development and implementation of machine learning and AI models for structured and unstructured data.
• Support development of analytics and AI solutions that improve manufacturing and operational decision-making.
• Support integration of LLMs and agentic AI capabilities into manufacturing and engineering workflows.
• Support integration of robotics platforms, AMRs, tool automation systems, control systems, and the Micron MES ecosystem.
• Develop and maintain containerized applications using Docker and deploy solutions through Kubernetes or OpenShift environments.
• Work with data platforms and modeling environments to support scalable AI application development.
• Contribute to CI/CD pipelines and automated software release processes using tools such as GitHub Actions, while supporting monitoring, drift detection, model evaluation, and feedback loop implementation for production AI applications.
• Apply Responsible AI practices, including input validation, prompt-injection prevention, PII/IP protection, model governance, and audit logging.
• Support application and model optimization efforts to improve performance, reliability, scalability, and cost efficiency.
• Support testing, debugging, technical documentation, installation, and maintenance activities for AI and software solutions.
• Integrate AI-assisted tools and insights into daily work to improve efficiency, quality, and effectiveness while complying with organizational standards, legal requirements, and governance policies.
• Contribute to a culture of continuous improvement by identifying, testing, and sharing AI-enabled enhancements within one's scope of work.

Skills

Python

JavaScript/TypeScript

SQL

Docker/Kubernetes

GenAI/RAG/LLM integration

Cloud platforms (AWS/Azure/GCP)

Education

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

Tools

Docker

Kubernetes/OpenShift

CI/CD

Job description

Micron Technology's SMAI invites an ambitious Full-Stack AI Engineer to help design, deploy, and support AI-powered applications that enhance manufacturing operations across global fabs and assembly sites.

You will collaborate with data scientists, software engineers, and manufacturing stakeholders to build scalable AI solutions, APIs, and automation tools that enable data-driven decision making and autonomous workflows.