YMS Data Science Engineer

Key Skills

Data science techniques, Data Visualization, ETL frameworks, Machine learning techniques, PowerBI, Project management, Python Programming, SPSS Statistics, SQL, Tableau

Job Description

We are currently seeking a creative individual to join our Data Science team in Smart Manufacturing and Artificial Intelligence (SMAI) group in Micron Technology. The SMAI team supports company-wide AI solutions enablement from the intelligent manufacturing to optimized the business operation. This team works in Micron Taichung site, but collaborates with worldwide users and developers closely and frequently. This team builds end-to-end solutions for helping the Assembly & Test (A&T) operations globally. The scopes cover from advanced package technology development, smart planning and execution, equipment and process control to product quality assurance. The delivered solutions impact the business includes that discover yield improvement opportunities quickly, mitigate manufacturing risks actively, improve the process optimization efficiently, and handle the quality deviation management easily.

As a YMS Data Science Engineer at Micron, you will apply data science techniques and theories to provide actionable insights from manufacturing data. The posted position would focus on the in-house development Yield Management System (YMS) support. The required works include understanding business requirements, exploring the relative datasets, and conducting useful analyses. The end-goal is to explore any process optimization opportunities from yield analyses, then to partner with YMS developers on enabling new general functions. Team member would learn domain knowledges while understanding the business problems. They would speed-up the yield ramp up progress while providing new analyses or enabling new features. We're seeking for any talent who is passionate about solving the industry problems from data insights and has strong motivation of growing a career as a AI solution provider.

Responsibilities:

• Get familiar with Micron's A&T manufacturing process and to expose opportunities from different sources of manufacturing or engineering datasets which may help yield or process optimization.
• To leverage statistics or machine learning methods to diagnostic, predictive, and/or detective analysis yield
• Work well with end-to-end teams on solving business problems and building new intelligent analysis solutions
• Develop the prototype solution to evaluate the proposed solution benefits, includes automate ETL and analytic jobs, as well as visualization reports.

Qualifications & Skills:

• Decent data exploration and visualization abilities via analysis software, such as JMP, SPSS, Spotfire, Tableau, Power BI, etc.
• Familiar with small, big, structured and unstructured data analytics and modeling.
• Confidence in solving complicated analytic requirements by programming languages Python and SQL.
• Excellent communication and presentation skills on translating a theoretical analysis to business opportunities, especially in English written and spoken

Education and Experience:

• Master Degree or equivalent experience in any below fields: statistics, computer science, or applied mathematics.
• 5+ years experiences in solving industry problems by turning data into valuable information with appropriate analytic methods, including data ETL, statistical analysis, machine learning modeling, and/or visualization
• Shown experience in project management and multi-task simultaneously

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.