Failure Analysis & Corrective Action (FACA Engineer)

Mô tả Công việc
- Collect, clean, and consolidate production and test data (yield, defect, ...) from multiple sources/stations to build a reliable dataset for analysis
- Monitor production yield performance through statistical summaries; flag abnormal shifts or drops in real time
- Perform exploratory data analysis (EDA) on automation testing and manual inspection data to identify defect patterns, correlations, and root-cause hypotheses
- Apply statistical and analytical methods (Pareto analysis, control charts (SPC), regression analysis, hypothesis testing, and where applicable basic predictive/anomaly-detection models) to support failure investigations and data-driven decision making
- Build and maintain simple analytical tools, scripts, or dashboards (Excel/JMP/Minitab/Python) to automate recurring data analysis and reporting tasks
- Translate data findings into actionable insights, supporting the development and implementation of effective Corrective and Preventive Actions (CAPA) to eliminate root causes and improve product reliability
- Prepare clear, data-backed failure analysis reports and visualizations, communicating findings and recommended solutions to internal stakeholders and external customers
- Propose, collaborate, and lead data-driven quality improvement initiatives, using metrics to track and validate impact
- Coordinate with relevant departments and suppliers, using shared data insights to ensure rapid resolution of issues and continuous process improvement