About the role
SMAI Senior Data Scientist role based on the published job description. Key responsibilities and requirements were extracted directly from the posting for quick review.
IDMOnsiteSmart MFG/AI
Key Responsibilities
- As a Data Science Engineer at Micron, you will employ techniques and theories drawn from areas of mathematics, statistics, semiconductor physics, materials science, and information technology to uncover patterns in data from which predictive models, actionable insights, and solutions can be developed.
- Interact with experienced Data Scientists, Data Engineers, Business Areas Engineers, and UX teams to identify questions and issues for data analysis projects and improvement of existing tools.
- In this position, you will help develop software programs, algorithms and/or automated processes to cleanse, integrate, and evaluate large datasets from multiple disparate sources.
- There will be significant opportunities to perform exploratory and new solution development activities.
- 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.
- Develop and code software programs, algorithms, and automated processes to cleanse, integrate, and evaluate large datasets from multiple disparate sources.
Requirements
- Minimum Qualifications & Skills Required:
- 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 sing mix integer programming, linear programming, etc.
- Knowledge and past experience with cloud solutions, API, GIT, ETL