FSE-DataAnalyst
Core
Analyze big-data from semiconductor manufacturing tools to improve equipment stability, process performance, and key manufacturing KPIs.
Role type
Senior IC data analyst (semiconductor manufacturing)
Builds
Data-driven insights for equipment stability and process optimization
Domain
Semiconductor manufacturing / Equipment reliability
Deliverable
dashboards & analysis
Required skills
Multivariate analysis (PCA), Regression analysis, Statistical techniques, Root cause analysis, KPI trend analysis, Data visualization
Preferred skills
Semiconductor equipment knowledge, Big-data interpretation, Cross-functional communication
Technologies
FDC, OES, LSR, PCA, Regression models
Responsibilities
Analyze equipment logs, sensor signals, alarms, and FDC/OES data to identify abnormalities; Support KPI improvement activities; Conduct comparative analysis for pre/post maintenance and hardware changes; Evaluate process impacts on CD, yield, and stability; Deliver technical summaries and action items for reviews.