SR DATA SCIENTIST SMART MFG & AI
Core
Develop predictive models and actionable insights from semiconductor manufacturing data to solve memory wafer problems.
Role type
Senior Data Science Engineer (Semiconductor Manufacturing)
Builds
Production data science solutions, algorithms, and automated processes for memory and storage solutions.
Domain
Semiconductor manufacturing, memory and storage solutions
Deliverable
production ML models
Required skills
statistical modeling, machine learning, deep learning, Python, SQL, data cleansing, outlier identification, missing data techniques, prototype development, production deployment
Preferred skills
Generative AI (RAG, LLM tuning), root cause analysis algorithms, Manufacturing Execution Systems (MES), wafer process and yield analysis
Technologies
Google Cloud Platform, PyTorch, sklearn
Responsibilities
Identify questions and issues for data analysis projects, develop software programs and algorithms to cleanse and integrate large datasets, perform exploratory and new solution development activities, deploy data science solutions into production environments
Seniority
Senior, hands-on IC
