YMS Data Science Engineer
Taichung - Fab 16, Taiwan
Micron Technology
Micron is a world leader in innovative memory and storage solutions. View our product portfolio, discover solutions, read industry updates and more.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.
JR47284 YMS Data Science EngineerWe 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.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Computer Science Data Analytics Engineering ETL Machine Learning Mathematics Power BI Python Spotfire SPSS SQL Statistics Tableau Unstructured data
Perks/benefits: Career development
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Data Engineer II jobs
- Open Data Scientist II jobs
- Open Business Intelligence Developer jobs
- Open Research Scientist jobs
- Open Business Intelligence Engineer jobs
- Open Senior Business Intelligence Analyst jobs
- Open Business Data Analyst jobs
- Open Principal Data Scientist jobs
- Open Sr Data Engineer jobs
- Open Data Science Manager jobs
- Open Data Science Intern jobs
- Open Lead Data Analyst jobs
- Open Sr. Data Scientist jobs
- Open Junior Data Scientist jobs
- Open Marketing Data Analyst jobs
- Open MLOps Engineer jobs
- Open Manager, Data Engineering jobs
- Open Azure Data Engineer jobs
- Open Data Analytics Engineer jobs
- Open Data Analyst II jobs
- Open Software Engineer, Machine Learning jobs
- Open Product Data Analyst jobs
- Open Data Quality Analyst jobs
- Open Data Engineer III jobs
- Open ETL Developer jobs
- Open Data quality-related jobs
- Open Data management-related jobs
- Open GCP-related jobs
- Open Java-related jobs
- Open Business Intelligence-related jobs
- Open ML models-related jobs
- Open Privacy-related jobs
- Open Data visualization-related jobs
- Open Finance-related jobs
- Open PhD-related jobs
- Open PyTorch-related jobs
- Open APIs-related jobs
- Open TensorFlow-related jobs
- Open Deep Learning-related jobs
- Open NLP-related jobs
- Open Consulting-related jobs
- Open LLMs-related jobs
- Open Data governance-related jobs
- Open Hadoop-related jobs
- Open Snowflake-related jobs
- Open Generative AI-related jobs
- Open CI/CD-related jobs
- Open Databricks-related jobs
- Open Airflow-related jobs
- Open RDBMS-related jobs