2H University Intern - Digital Manufacturing (AI & ML)
Core
Deploying ML models to analyze FDC data for alarm troubleshooting and Advanced Process Control (APC) optimization in semiconductor fabs.
Role type
Data Science Intern
Builds
Production ML models for alarm categorization and root cause analysis
Domain
Semiconductor manufacturing / Digital Manufacturing
Deliverable
production ML models
Required skills
Python programming, Data Manipulation, Machine Learning
Preferred skills
Data Science, Root cause analysis, FDC data interpretation
Technologies
Python
Responsibilities
Analyze complex datasets to identify alarm signatures, perform root cause analysis, propose actions to eliminate or address alarms
Seniority
Intern
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