We deliver the possibilities of data. YOU define what’s possible.
ESSENTIAL DUTIES AND RESPONSIBILITIES:
- Discuss with business owner to identify the critical data and understand how data was generated
- Setup data quality monitor, and coordinate with business team to sustain the data quality
- Work with IT team on data ETL to big data platform
- Work with other team or self-develop the data visualization in available tool or platform
- Auto reporting
- Setup data analysis tool to help engineer quick identify the issue
- Develop advance data module for predictive analysis and machine learning
- Work with business team for Advanced Process Control
- Interact with global team for project execution
- Any other opportunities identified with business team to support business decision or execution
5+ years industrial or IC FAB data analytics & commercial machine learning experience.
A strong understanding of data analytics & machine learning theories.
Mid-level programming experience. You do not have to be able to write highly scalable production software & machine learning models (you will participate with a team of scientist & engineers to do that) but you do need to be able to build prototypes and be able to understand the existing code base. Python, R, Java, Perl or C++ experience is highly desired.
A principled approach to solving algorithmic problems with a focus on process and yield improvements.
A pragmatic approach to rapidly evaluating new algorithmic ideas.
A very high attention to detail and ability to thoroughly think through problems.
Excellent written and oral communication skills on both technical and non-technical topics.
BA/BS or higher in Engineering, Computer Science, Masters or PhD in Machine Learning or Statistics highly desired.
ABOUT WESTERN DIGITAL
Western Digital Corporation is the world’s largest data storage company with a leading portfolio of HGST, SanDisk, G-Technology and WD brands covering flash and disk-based solutions. Deployed by the largest and most prominent organizations worldwide, Western Digital solutions are everywhere, touching lives and enabling great value from the data they possess.