- Work with multiple stakeholders to identify, diagnose and resolve manufacturing process related problems such as quality excursions, manufacturing excellence and cost improvement.
- Responsible to perform exploratory data analysis from different data sources and correlate with APC modelling to find out the best variables
- Coordinate and implement Fault Detection (FD), Prediction and Run-to-Run modelling to manufacturing process related problems.
- Responsible to setup ETL pipeline for data integration from different sources to databases.
- Support SPC/FDC/RMS/APC implementation together with cross functional stakeholders
- Responsible to verify data for completeness and model effectiveness.
- Develop machine learning (ML) applications according to requirements.
- Responsible to document all analysis in documentation page and ensure the information is up to date.
- Responsible to queries for information either using SQL/NoSQL/Python/etc and access relevant files.
- Handling additional duties from time to time
- Bachelor's/Master's Degree in any Engineering, Computer Science, Data Science and Analytics, or related field.
- Good at one of the data processing language (Python preferred);
- Intermediate knowledge of SQL programming;
- Experience in building models utilizing various analytical techniques, data science, modeling, and analytics
- Strong analytical/problem solving skills
- Demonstrate creativity and innovation in day-to-day work
- Basic understanding of semiconductor manufacturing process, control system functions, IT network architectures, data structures, data modeling and communication protocols such as SECS-GEM is an added advantage.
Western Digital thrives on the power and potential of diversity. As a global company, we believe the most effective way to embrace the diversity of our customers and communities is to mirror it from within. We believe the fusion of various perspectives results in the best outcomes for our employees, our company, our customers, and the world around us. We are committed to an inclusive environment where every individual can thrive through a sense of belonging, respect and contribution.
Western Digital is committed to offering opportunities to applicants with disabilities and ensuring all candidates can successfully navigate our careers website and our hiring process. Please contact us at [email protected] to advise us of your accommodation request. In your email, please include a description of the specific accommodation you are requesting as well as the job title and requisition number of the position for which you are applying.
NOTICE TO CANDIDATES: Western Digital has received reports of scams where a payment is requested on Western Digital’s behalf as a condition for receiving an offer of employment. Please be aware that Western Digital and its subsidiaries will never request payment as a condition for applying for a position or receiving an offer of employment. Should you encounter any such requests, please report it immediately to [email protected].
