Req. ID:
JR106129 Full-Stack AI Engineer, IPAI, SMAI
Our vision is to transform how the world uses information to enrich life for all.
Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever.
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)
Before Getting Started
Please review Micron’s Internal Job Application Policy on your regional PeopleNow Career Opportunities page before searching and applying for jobs. Note in particular that:
- Hiring managers may view your performance appraisals, original resume, transcripts or other performance-related documentation in your personal file. This information will be held in confidence.
- If you are selected to interview for a position, you must notify your direct supervisor before participating in the interview process.
As a world leader in the semiconductor industry, Micron is dedicated to your personal wellbeing and professional growth. Micron benefits are designed to help you stay well, provide peace of mind and help you prepare for the future. We offer a choice of medical, dental and vision plans in all locations enabling team members to select the plans that best meet their family healthcare needs and budget. Micron also provides benefit programs that help protect your income if you are unable to work due to illness or injury, and paid family leave. Additionally, Micron benefits include a robust paid time-off program and paid holidays. For additional information regarding the Benefit programs available, please see the Benefits Guide posted on Benefits | Micron Technology, Inc
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.
