Sr Data Scientist
Core
Develop predictive models and automated processes to analyze semiconductor manufacturing data, optimize production yields, and identify anomalies in wafer fabrication.
Role type
Senior Data Science Engineer (Manufacturing Optimization)
Builds
Predictive models, data cleansing pipelines, and visualization tools for semiconductor production (via careerplan.io/jobs/JR98989-sr-data-scientist-at-micron)
Domain
Semiconductor manufacturing / Industrial Data Science
Deliverable
production ML models
Required skills
Statistical modeling, machine learning, deep learning, Python, SQL, feature engineering, data cleansing, outlier identification, prototype development, production deployment
Preferred skills
Generative AI (RAG, LLM tuning), Manufacturing Execution Systems (MES), wafer process analysis, big data platforms (Google Cloud), full-stack application development
Technologies
Python, PyTorch, sklearn, SQL, Google Cloud Platform
Responsibilities
Perform exploratory data analysis on semiconductor manufacturing data; develop predictive models to optimize manufacturing processes; build visualizations to communicate findings; collaborate with engineers to translate business requirements into data-driven solutions; stay updated on industry trends in data science and semiconductor manufacturing
Seniority
Senior, hands-on IC
