Senior Full-Stack AI Engineer for Smart Manufacturing

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE LTD; Singapore; On-site; SGD 140,000 - 200,000; Full time

Job summary

Micron Semiconductor Asia Operations Pte Ltd is seeking a Senior Full-Stack AI Engineer to design, build, and deploy AI-powered manufacturing solutions across global fabs and facilities. You will bridge AI research, software engineering, and advanced manufacturing to deliver scalable, production-grade applications.

You will collaborate with data scientists, engineers, and business stakeholders to enable AI-driven decision-making, automation, and predictive analytics at scale, using Docker,

Qualifications

• Bachelor's or Master's degree in Computer Science, Software Engineering, Data Science, ML, Statistics, or related field.
• 5+ years building and shipping production software, ML, or AI applications.
• Experience developing and deploying web applications, APIs, ML models, or data-driven solutions.
• Experience with cloud platforms, modern software engineering practices, and large-scale data environments.

Responsibilities

• Design and build end-to-end AI solutions including data ingestion, feature engineering, model training and inference, APIs, web apps.
• Architect scalable full-stack AI applications using modern web technologies and cloud-native platforms.
• Develop and optimize ML/DL models for structured and unstructured data.
• Create descriptive, diagnostic, predictive, and prescriptive analytics for manufacturing decisions.
• Integrate AI into production workflows with LLMs and agentic AI capabilities.

Skills

Python

JavaScript/TypeScript

SQL

Machine learning

Deep learning

Docker

Kubernetes/OpenShift

GenAI / LLM integration

CI/CD

Distributed data processing

Education

Bachelor's or Master's in CS/SE/Data Science or related

Tools

Docker

Kubernetes/OpenShift

GitHub Actions

Job description

Micron Semiconductor Asia Operations Pte Ltd is seeking a Senior Full-Stack AI Engineer to design, build, and deploy AI-powered manufacturing solutions across global fabs and facilities. You will bridge AI research, software engineering, and advanced manufacturing to deliver scalable, production-grade applications.

You will collaborate with data scientists, engineers, and business stakeholders to enable AI-driven decision-making, automation, and predictive analytics at scale, using Docker,