Full-Stack AI Engineer, IPAI, SMAI

Micron Technology, Inc; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

Micron Technology, Inc. is seeking a Full-Stack AI Engineer to contribute to AI-powered applications across our global fabs and assembly sites.

You will design, build, deploy, and support scalable AI solutions, web interfaces, APIs, and automation tools to enable data-driven decision-making and autonomous operations. You will collaborate with data scientists and software engineers, apply responsible AI practices, and help integrate Generative AI features, containerized apps, and CI/CD pipelines

Qualifications

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

Responsibilities

• Design and build end-to-end AI solutions including data pipelines, models, APIs, and dashboards.
• Develop front-end apps with React/Angular/Streamlit and Python/FastAPI backends.
• Support AI model deployment, analytics, and MES/automation integrations.
• Contribute to CI/CD pipelines, monitoring, model evaluation, and governance.

Skills

Python

JavaScript/TypeScript

SQL

React/Angular/Streamlit

CI/CD

Problem-solving

Communication

Education

Bachelor's or Master's in CS/Software Eng/Data Science

Tools

Docker

Kubernetes/OpenShift

CI/CD tooling

FastAPI

Linux

Job description

Full-Stack AI Engineer, IPAI, SMAI

Job Summary

Join Micron Technology at a defining moment in our AI and smart manufacturing transformation. As a Full‑Stack AI Engineer, you will contribute to the design, development, deployment, and support of AI‑powered applications that improve manufacturing operations across Micron's global network of fabs and assembly/test sites. You will work closely with data scientists, software engineers, and manufacturing stakeholders to build scalable AI solutions, web applications, APIs, and automation tools that enable data‑driven decision‑making and autonomous operations.

Main 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.

Other Responsibilities

• 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.

Minimum Required Qualifications / Experience

• 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).

Must Have Technical Skills

• Strong programming skills in Python and modern JavaScript/TypeScript.
• Strong SQL proficiency and experience working with relational databases.
• Experience with Docker, Kubernetes/OpenShift, and CI/CD development practices.
• Working knowledge of GenAI technologies, including prompt engineering, Retrieval‑Augmented Generation (RAG), LLM integration, agentic AI concepts, model evaluation, and Responsible AI practices.
• Ability to apply AI literacy and digital fluency to use AI‑enabled tools responsibly and effectively for research, analysis, content creation, problem‑solving, operational tasks, automation, and achieving business outcomes.

Must Have Soft Skills

• Strong analytical and problem‑solving skills.
• Effective communication and collaboration skills.
• Ability to learn quickly and adapt in a fast‑paced environment.

Highly Desirable / Preferred Skills or Experience

• Experience in semiconductor manufacturing, industrial automation, or smart manufacturing environments.
• Exposure to MLOps, machine learning model deployment, or enterprise AI applications.
• Familiarity with MES, Industrial IoT, or equipment automation systems.

Embody Micron's Core Values

• People – Respect, develop, and empower others.
• Innovation – Drive continuous improvement and breakthrough thinking.
• Tenacity – Show grit and determination.
• Collaboration – Build trust and foster teamwork.
• Customer Focus – Deliver excellence and value.
• Speed – Act with purpose and set the pace.

Job Profile(s)

Machine Learning Engineer 2 - Machine Learning Engineer 3

Relocation level: (TBD)

EEO Statement

Micron is proud to be an equal opportunity workplace and is an affirmative action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, age, national origin, disability, protected veteran status, gender identity or any other factor protected by applicable federal, state, or local laws.