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Micron Technology

SMAI Senior Data Scientist

Micron Technology
Integrated Device ManufacturingSingapore, SingaporeOnsitePosted 2 months ago
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About the role

AI summarised

As a Senior Data Scientist at Micron, you will apply expertise in mathematics, statistics, semiconductor physics, and information technology to analyze large datasets from diverse sources. You will develop algorithms, software programs, and automated processes to cleanse, integrate, and evaluate data, generating actionable insights for product enhancement and production optimization. Collaboration with cross-functional teams including product, service, engineering, and global manufacturing sites is essential to drive innovation in semiconductor operations and digital twin initiatives.

IDMOnsiteSmart MFG/AI

Key Responsibilities

  • Design, develop, and program methods, processes, and systems to consolidate and analyze unstructured, diverse "big data" sources to generate actionable insights and solutions for client services and product enhancement
  • Interact with product and service teams to identify questions and issues for data analysis and experiments
  • Develop and code software programs, algorithms, and automated processes to cleanse, integrate, and evaluate large datasets from multiple disparate sources
  • Identify meaningful insights from large data and metadata sources
  • Interpret and communicate insights and findings from analysis and experiments to product, service, and business managers
  • Explore and apply new frontier ideas, concepts and technology to enable breakthrough solutions at Micron
  • Work with management, different departments, and global manufacturing sites to identify optimization opportunities and deliver solutions to continuously improve production metrics
  • Drive global collaboration, alignment, and benchmarking of optimization and simulation solutions in planning & operations

Requirements

  • Bachelor's degree in Computer Science, Data Science, Industrial Engineering, Operations Research or equivalent with demonstrated strong programming and modeling capabilities
  • Past experience in semiconductor industry, especially in semiconductor operations digital twin
  • Working experience in semiconductor or manufacturing operations simulation modeling using discrete event simulation
  • Working experience in optimization modeling or Operations Research using mixed integer programming, linear programming, etc.
  • Knowledge and past experience with cloud solutions, API, GIT, ETL
  • 3+ years of past experience in JAVA, Python, SQL, HTML, C/C++, CSS, and with demonstrated fast learning capacities in programming languages
  • Strong problem solving skills with structured & logic approaches
  • Clear & effective communication skills