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APTD Data Scientist

Taichung, TXG, TW

Req. ID: 204647 
 

The Advanced Packaging Technology Development group supports Micron with packaging solutions for wafer and die level forms. As a Data Scientist in the Advanced Packaging Technology Development department, there are tons of data from all AOI and metrology tools during the latest packaging product development. You will make value out of data and build practical intelligent predictive and recommender applications. You will ensure the application is thoroughly tested over large datasets to deeply identify the bounding conditions where they work and where they fail. You will be responsible for evolving of advanced IC packaging and next generation 3D Interconnect (3DI) projects. You will have the opportunity to design and implement optimum data structures in the appropriate data management system within Hadoop, Teradata, SQL Server, etc to satisfy the performance and accuracy requirements of newly developed data science and machine learning applications.  The scope of work involves many emerging and existing forms of inspection and metrology, for both package level and wafer level forms, and requires exceptional analytical and statistical skills. You will be a part of the 3DI/Through Silicon Via process team dedicated to vertical stacked memory die products.

 

Your responsibilities will include, but are not limited to, the following: 

  • Design and implement optimum data structures in the appropriate data management system within Hadoop, Teradata, SQL Server, etc to satisfy the performance and accuracy requirements
  • Identify and select the optimum methods of access for each data source (real-time/streaming, delayed, static)
  • Resolve transformation requirements and develop processes to bring structured and unstructured data from the source to a new physical Data Model
  • Work with Data Scientists to implement strategies for cleaning and preparing data for analysis, to develop data imputation algorithms, and optimize performance of data retrieval and machine learning systems
  • Identify and understand the data sources that are meaningful to the business problem
  • Define and follow data quality objectives for the solution and data integrity
  • Translate analysis requirements into data requirements
  • Optimize table schema based on usage patterns. Actively participate in growing and developing the team of data engineers
  • Ensure that the data is fit to use for data science applications

 

You have the following Qualifications:

  • Experienced in developing ETL/ELT processes using SSIS and/or Apache Ni-Fi
  • Experienced in and deep knowledge of Teradata architecture and tools
  • Experienced in Hadoop, Hive, HBASE, Spark (including tuning of data structures)
  • Required: Proficient with one or more high-level client, object-oriented languages listed: (C#, JAVA, Python, Scala)
  • Fluent in relational databases design and SQL
  • Knowledge of AirFlow and/or another platform for managing the end-to-end machine learning lifecycle is a plus
  • Strong development skills
  • Strong data validation skills
  • Experience working with streaming data
  • Motivation to evolve skillset via internal and external education opportunities
  • Display a positive attitude toward Micron and its policies
  • Organize tasks for maximum efficiency, incorporating department priorities
  • Excellent multi-tasking, time-management, organization and prioritization skills
  • Establish and maintain effective relationships
  • Communicate complex analysis in a succinct and actionable manner
  • Ability to plan, drive and complete projects effectively
  • Critical thinking skills
  • Strong written and verbal communication skills
  • Detailed oriented and able to follow complex procedures
  • Prioritize responsibilities and lead multiple tasks
  • Continuously learn and self-improve
  • Identify, develop, propose, and implement effective plans to improve overall efficiency
  • Organize and expertly facilitate meetings and project teams
  • Analytical problem-solving skill

 

Education and Experience:

  • Experience data scientist background is preferable
  • Computer Science, Software Engineering, Electrical Engineering, Applied Mathematics

 

 

According to the "Employment Service Act", positions with salary lower than NTD$40,000, please refer to the salary information in the job description. Positions with salary over than NTD$40,000 will be subject to be discussed during interview.

 

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, please contact Micron’s Human Resources Department at 1-800-336-8918 and/or by completing our General Contact Form

 

Keywords:  Taichung || Taichung City (TW-TXG) || Taiwan (TW) || Technology Development || College || Regular || Engineering || #LI-CY1 || Tier 3 || 

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