Intern - F10 Process and Equipment Engineer
Core
Analyze semiconductor manufacturing data to identify wafer defects and yield loss patterns using statistical and machine learning techniques.
Role type
Intern, F10 Process and Equipment Engineer (Data Analytics)
Builds
Data-driven monitoring solutions and dashboards for early defect detection in wafer bevel scanning.
Domain
Semiconductor manufacturing / Chemical Vapour Deposition / AI-Enabled Manufacturing
Deliverable
dashboards & analysis
Required skills
Data analysis, Statistical analysis, Machine learning, Visualization tools, Engineering problem-solving
Preferred skills
Artificial Intelligence tools, AI-Enabled workflows
Technologies
Wafer Intelligent Scanner data, Yield metrics, Defect data
Responsibilities
Gather and prepare historical scanner, defect, and yield data; Correlate scanner metrics with yield loss and defect occurrence; Apply statistical and ML techniques to identify abnormal scanner behavior; Evaluate model performance metrics; Generate visualizations and reports on defect trends.
Seniority
Intern
