
Data Driven Decision Maker
1 week ago
Job Description:
Develop Integrated Solutions for Data-Driven Decision MakingThe Sr PDE Data Analyst will develop integrated solutions to empower Backend Operations to make data-driven and heuristics-based decisions. This role requires working across Global Operations and sites to improve Cost, Scale, Quality, and Cycle Time by defining and designing data architecture and collaborating with key partners.
Responsibilities:- Yield Enhancement (YE) lots analysis
- Lead YE lot analysis including reconstructing fuse identififaction (FID) for traceability, statistic comparison for different group
- Yield modelling / pareto benchmarking
- Identify actionable opportunities from YE lots
- Develop and improve Yield Models for HBM
- Periodically improve models based on actual performance
- Best Known Methods (BKM) Deployment
- Develop BKM's for YE and drive implementation
- Identify/align BKMs and monitor implementation
- PhD/Masters/Bachelors in Statistics, Mathematics, or a related field; advanced degree preferred
- Minimum of 3 years of experience in semiconductor manufacturing or related fields
- Preferably with experienced in Package Design Engineering and Yield Enhancement
- Strong understanding and knowledge of semiconductor manufacturing processes and technologies
- Proficiency in statistical/machine learning and statistical techniques skills will be additional advantageous;
- Experience in MRDA will be a plus
- Proven ability to make decisions, multi-task, and solve problems and address root causes
- Exhibit critical thinking to see opportunities
- Effective communication skills in verbal/written
- Self-motivated. Able to work independently with minimal supervision
- Able to travel as required to support department and company objectives
At our company, we value innovation, collaboration, and customer satisfaction. If you are passionate about using your expertise to drive results and have a strong background in statistics, mathematics, or a related field, we encourage you to apply for this exciting opportunity.
We offer a competitive salary and benefits package, as well as opportunities for professional growth and development. We are committed to creating an inclusive work environment that values diversity and promotes equal opportunities for all employees.
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