DATA SCIENTIST, SMAI
Core
Develop predictive models and actionable insights from large, diverse datasets to drive product improvement and client services for Micron's memory and storage solutions.
Role type
Data Scientist (Product & Analytics)
Builds
Predictive models, data analysis solutions, and automated processes for semiconductor products.
Domain
Semiconductor / Memory and Storage
Deliverable
production ML models | product features
Required skills
Statistical modeling, machine learning, SQL, data visualization (Tableau, PowerBI), Python, interactive UI development (Streamlit, React, Angular), data cleansing, outlier identification, missing data handling, AI tool integration.
Preferred skills
Cloud platforms (GCP, AWS), semiconductor industry experience, web development, generative AI and LLMs (RAG, tuning, agents), top-tier conference contributions (CVPR, NeurIPS, ICML, KDD).
Technologies
Python, SQL, Tableau, PowerBI, Streamlit, React, Angular, GCP, AWS
Responsibilities
Design and program methods to consolidate and analyze unstructured big data sources; interact with product teams to identify analysis questions; develop software programs and algorithms to cleanse and integrate large datasets; deploy data science models and manage end-to-end lifecycle; interpret and communicate insights to business managers; integrate AI-assisted tools to improve efficiency.
Seniority
Mid-Senior, hands-on IC