Data Science Engineer - Smart Mfg & Ai

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.

We are currently seeking a creative individual to join our Data Science team in Smart Manufacturing and Artificial Intelligence (SMAI) group in Micron Technology. As a global company, we believe the power of our innovation, inclusive, and different cultures. The team works in Micron Taichung site, but collaborates with worldwide users and developers closely and frequently. Our dedication to people, innovation, tenacity, collaboration, and customer focus allow us to fulfill our mission to be a global leader in memory and storage solutions.

We apply data science, cloud ecosystem, software engineering and/or AI techniques to builds end-to-end applications to discover yield improvement opportunities quickly, mitigate manufacturing risks actively, improve the process optimization efficiently, and handle the quality deviation management easily. The delivered solutions are significantly stepped up Micron global operations from frontend/backend technology development, intelligent planning & manufacturing execution, equipment and process control to product quality/yield assurance. Labor productivity is of advantage from novel in-house development systems.  

Position Overview 

You will interact with experienced Data Scientists, Data Engineers, Business Areas Engineers, and UX teams to identify questions and issues for data analysis projects and improvement of existing tools. In this position, you will help develop software programs, algorithms and/or automated processes to cleanse, integrate, and evaluate large datasets from multiple disparate sources. There will be significant opportunities to perform exploratory and new solution development activities.  

Responsibilities 

• Develop and implement AI/ML models to enhance semiconductor manufacturing processes. 

• Manage the end-to-end data science project lifecycle, including data collection and cleaning, model development, and UX/UI design. 

• Collaborate with multi-functional teams to integrate AI/ML solutions into production. 

• Communicate complex data insights in a clear and understandable manner to both technical and non-technical partners. 

Qualifications & Skills 

• Experience in the areas: statistical modeling, feature extraction and analysis, supervised/unsupervised/semi-supervised learning. 

• Ability to extract data from different databases via SQL and other query languages. 

• Decent programming skills in Python/SQL. 

• Basic knowledge of UI/UX and prototype designing. Experience in Javascript/Angular/Typescript/C#/Tableau is preferred. 

• Adopt the standard process of software engineering such as DevOps, Git, Agile methodology, etc. 

• Existing papers from CVPR, NIPS, ICML, KDD, and other key conferences are plus, but this is not a research position. 

• Strong troubleshooting, problem analytics and debugging capabilities. 

• Fluent in English communication, especially written and spoken 

Education and Experience 

• Bachelor's / Master's degree or equivalent experience in any data science field. 

• At least 2 years of experiences in developing data analytics relative projects and/or web applications (Angular preferred) 

• Experience with cloud native technologies including container lifecycle and orchestration (e.g. Docker, Helm, K8S) 

• Exposure to the semiconductor industry is a plus but not a requirement. 

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.

To learn more, please visit micron.com/careers

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 at hrsupport_tw@micron.com.

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.