About the role
AI summarisedAs a Data Scientist at Micron, you will apply advanced mathematical, statistical, and computational techniques to uncover patterns within massive datasets, developing predictive models and actionable insights for global operations. This role involves collaborating with cross-functional teams to design, deploy, and maintain data-driven solutions in a highly automated industrial manufacturing environment.
IDMOnsiteSmart MFG/AI
Key Responsibilities
- Design and deploy computer vision models for object detection, image segmentation, and anomaly detection.
- Develop software programs, algorithms, and automated processes to cleanse, integrate, and evaluate large datasets from disparate sources.
- Apply machine learning and statistical modeling to terabytes and petabytes of diverse operational data to deliver end-to-end solutions.
- Stay current with the latest research in machine learning and computer vision, applying advancements to solve real-world problems.
- Coordinate production deployment activities, including cross-functional communication and execution of changes in live environments.
Requirements
- Master/PhD Degree in Operation Research, Industry Engineering, or Statistics with a strong foundation in linear programming and optimization.
- Minimum 3 years of experience in operation research/optimization, preferably within the semiconductor industry.
- Strong foundation in Linear programming optimization modeling, advanced analytics, and machine learning techniques.
- Proficiency in Python, linear programming, SQL, and C#.
- Ability to extract data from multiple databases using SQL and other query languages, including experience with data cleansing, outlier detection, and handling missing data.
- Proficiency in data visualization tools such as Tableau or Power BI.
- Proficiency in web development technologies, including Angular, FastAPI, and Docker.