- Collaborate with cross-functional teams of supply chain to identify opportunities for data-driven insights in supply chain process
- Develop Supply Chain process fault model and implement into line control
- Developing predictive maintenance model
- Develop visualizations and reports for data analysis and drilldown
- Design and implement experiments to test hypotheses and improve model performance
- Develop predictive models and algorithms to provide insights and solve complex business problems
- Collect and analyze large datasets using statistical techniques and machine learning algorithms
- Support data/model validation from business partner
- Continuously evaluate and improve the accuracy and effectiveness of models.
- Setup and maintain the data quality.
- Master's degree in computer science, Statistics, Mathematics, or a related field
- 5+ years of experience in data science or a related field
- Very Good at development in Spotfire, Tableau, Power BI or similar tools
- Good at one of the data processing language (Python preferred)
- Basic knowledge of SQL programming
- Good English skill, both written and oral
- Experienced candidates, Semiconductor supply Chain working experience is a plus.
1.Good teamwork spirit
2.Strong self-learning motivation, good communication skill.
