Full-Stack AI Engineer, IPAI, SMAI

1100 Micron SemiAsiaOP Pte Ltd; Singapore; On-site; SGD 120,000 - 170,000; Full time

Job summary

Micron Technology, Inc. is seeking a Full-Stack AI Engineer to design, develop, deploy, and support AI-powered applications across Micron’s manufacturing network.

You will collaborate with data scientists, software engineers, and stakeholders to build scalable AI solutions, APIs, and automation tools that enable data-driven decisions and autonomous operations. You will contribute to front-end and back-end development using Python, JavaScript/TypeScript, and containerized deployments, with

Qualifications

• Bachelor's or Master's degree in Computer Science, Software Engineering, Data Science, or related field.
• 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, feature engineering, model training and inference, APIs, web apps, and observability.
• Develop responsive front-end applications using React, Angular, or Streamlit with Python/FastAPI back-end.
• Support deployment of ML/AI models for structured and unstructured data.
• Support analytics and AI solutions to improve manufacturing and operational decision-making.
• Integrate AI capabilities into manufacturing workflows and MES ecosystem.
• Create containerized apps with Docker and deploy via Kubernetes/OpenShift.
• Collaborate with data platforms and modeling environments for scalable AI apps.

Skills

Python

JavaScript/TypeScript

SQL

Docker

Kubernetes/OpenShift

GenAI

Education

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

Tools

FastAPI

Frontend frameworks (React/Angular/Streamlit)

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.

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.

About Micron Technology, Inc.

We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich life for all. With a relentless focus on our customers, technology leadership, and manufacturing and operational excellence, Micron delivers a rich portfolio of high‑performance DRAM, NAND, and NOR memory and storage products through our Micron® and Crucial® brands. Every day, the innovations that our people create fuel the data economy, enabling advances in artificial intelligence and 5G applications that unleash opportunities — from the data center to the intelligent edge and across the client and mobile user experience.

All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status. To request assistance with the application process and/or for reasonable accommodations, please contact [e-mail].

Micron Prohibits the use of child labor and complies with all applicable laws, rules, regulations, and other international and industry labor standards. Micron does not charge candidates any recruitment fees or unlawfully collect any other payment from candidates as consideration for their employment with Micron.

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 in the About Micron Technology, Inc. section.