About the role
AI summarisedSenior Data Scientist role at Micron, a semiconductor memory and storage solutions company. The role involves applying data science, machine learning, and optimization techniques to improve manufacturing operations and product performance. Responsibilities include developing predictive models, analyzing large datasets, and collaborating with cross-functional teams.
IDMFull-timeSmart 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