Senior Data Scientist

Senior Data Scientist

Micron
Not Specified
Not Specified

Job Description



Our vision is to transform how the world uses information to enrich life for all.
Join an inclusive team passionate about one thing: using their expertise in the relentless pursuit of innovation for customers and partners. The solutions we build help make everything from virtual reality experiences to breakthroughs in neural networks possible. We do it all while committing to integrity, sustainability, and giving back to our communities. Because doing so can fuel the very innovation we are pursuing.JR29975 Senior Data Scientist
Responsibilities:-
  • Collaborate with PIE, CEM, IT, Smart Manufacturing, MCT, Process Control, Equipment team to develop integrated monitoring tools to manage device yield and other critical care-about during development stage.
  • Extract, monitor, analyze inline data, test data and tools data to improve yield, throughput, performance, reliability, process margin and reduce costs.
  • Work cross-functionallywith Design, Product Engineering, Modeling, Process, Equipment, Electrical and Physical Failure analysis teams, Defect Analysis, Param, and Quality teams to understand issues, targets,and priorities for development.
  • Summarize complex problems, derive, explain data-driven actions taken to address them and drive team to execute with defined sub milestone.
  • Periodically follow up with manager to ensure all type of goals are met and get assistance to remove obstacles. Use all available resources to manage the successful completion of goals, including resources outside of the area.
  • Demonstrate ability to give effective presentations to both small and large groups on project updates and new initiative proposals. Communicate in a timely manner and help drive to fix the issue where necessary.
  • Some knowledge on machine learning algorithm / predictive models and collaborate with engineering teams on improvement projects / case studies.
  • Perform data analysis & data integration from multiple environment between BU expectation, Package Design Features, Manufacturing Data (Yield, Quality, Reliability)
  • Work with TPM to optimize our PDE packaging roadmap that closely integrated with Manufacturing and Design Capability
  • Lead ideas and innovation grooming in the area of analytics application within PDE / AT and work closely with SMAI in partnership
  • Present ideas and collaborate with SMAI and PDE ETD IT in developing critical application in support of our PDE integrated system
  • Part of the business development team for AT Modernization (BOP, MES)
  • Lead and develop new engineer in the area of packaging data analytics
  • Initial project to kickstart-
  • Design Transformation Database Project: collaborate with PDE IT to transform PDE Design Data Table to be fit for data analysis / machine learning application
  • Build Clustering algorithm for designs to group them based on their design similarities for an engineering targeted approach.

Requirements:-
  • B.S. Degree or higher in Mechanical, Electrical, Industrial, Computer Science or related field
  • Familiar / Had experience with Big Data, Data Warehousing or Business Intelligent technologies.
  • Good knowledge in some following programming or scripting languages like Java, Linux,Matlab, C#/C++, Python, Perl and/or R on Linux/Windows platforms.
  • Good data extraction, analysis, problem solving, reporting and presentation skills. Proven ability to troubleshoot and solveissues, andaddress root cause.
  • Good multi-tasking, verbal and written communication skills.
  • Strong interpersonal skills and customer/co-worker relationships. Successfully demonstrated teamwork skills with a strong focus on developing good team dynamics.
  • Good organizational capabilities and ability to work effectively with minimal supervision.
  • Ability to be flexible with job responsibilities and take the initiative to assume added responsibilities.
  • Knowledge in Semiconductor Device Physics, Fabrication, Assembly and Test is a bonus.

Job Details

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About Micron

Micron Technology, Inc. is an American producer of computer memory and computer data storage including dynamic random-access memory, flash memory, and USB flash drives. It is headquartered in Boise, Idaho. Its consumer products are marketed under the brands Crucial and Ballistix.

Job Source : micron.eightfold.ai

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