About the role
Data Scientist, Global Operations Intelligence, SMAI 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 Scientist 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.
- In This Role You Will Have The Following Responsibilities Strong desire to grow a career as a Data Scientist in highly automated industrial manufacturing doing analysis and machine learning on terabytes and petabytes of diverse datasets and to deliver meaningful end-to-end solutions for users.
- Experience in the areas: computer vision, statistical modeling, deep learning, generative AI, feature extraction and analysis, supervised/unsupervised/semi-supervised learning.
Requirements
- Experience in the areas: computer vision, statistical modeling, deep learning, generative AI, feature extraction and analysis, supervised/unsupervised/semi-supervised learning.
- Ability to extract data from different databases via SQL and other query languages and applying data cleansing, outlier identification, and missing data techniques.
- Strong verbal and written communication skills.
- Required Qualifications and Technical Experience
- Master/PHD Degree in Operation Research, Industry Engineering, Statistics with a strong academic foundation in linear programming and optimization
- Minimum 3 years of experience in operation research/optimization, preferably has working experience in the semiconductor industry and have applied optimization techniques in their daily work