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Responsibilities and Tasks:
Lead Strategic Initiatives
Lead high‑impact, cross‑functional initiatives to drive yield improvement across DRAM/NAND/HBM technologies.
Lead the AI transformation of YMS systems in partnership with Fab and SMAI teams.
Provide strong technical leadership to deliver complex projects in collaboration with Fab, TD, PE, and GQ partners.
Yield Pareto Benchmarking / Modelling
Identify actionable yield improvement opportunities through cross-fab pareto benchmarking.
Develop and enhance yield models for DRAM/NAND/HBM technologies.
Optimize and sustain methodologies to set targets for yield program (5-bucket, detractor targets).
Revalidate models based on actual performance.
BKM Deployment
Lead YE SWAT team to define, align, and deploy BKMs across global YE network.
Drive standardization adoption of BKMs across sites and foster a unified approach to yield engineering.
Collaboration:
Partner closely with site and central cross‑functional teams to ensure seamless execution of projects and initiatives.
Demonstrate strong team‑player mindset and the ability to unify multiple stakeholders toward common goals.
Work with high attention to detail while being able to operate independently when needed.
Support transformation initiatives to elevate systems, methodologies, tools, and skills to best‑in‑industry level.
Prioritize and manage global enhancements that improve business processes and system capabilities.
Communication:
Communicate effectively in both verbal and written formats to influence, align, and drive decision‑making.
Work independently with strong self‑motivation and minimal supervision.
Requirement and Technical Competency:
3+ years of experience in PIE understanding of Process/Product Integration preferred. YE experience is an advantage.
High proficiency in data analytic tools such as Yield3, JMP, Python to perform yield analysis. Proficiency in Statistical/Machine Learning is a plus.
Strong understanding of structural and process integration concepts, including basic process‑area knowledge.
Knowledge of fabrication processes, probe, backend and reliability implications preferred.
Demonstrated ability to make sound decisions, multitask effectively, and perform root‑cause analysis via Model-Based Problem Solving approach.
PhD/Masters/Bachelors with relevant course of study or experience
Willingness to travel as required to support business needs.
Strong growth mindset - committed to learning, unlearning, and relearning to stay ahead in a rapidly evolving environment.
Maximizes yield by working on tools, the process, or wafer fabrication recipes. Troubleshoots wafer fabrication problems and performs root cause analysis. Works with other process areas to understand and control process deviations. Long-term investigation of defect issues may require extensive work with shift engineering and other functional areas. Evaluates products to ensure they meet the required design and performance specifications. Conducts research to assess process adjustment requirements and recommends process improvements or equipment changes needed to efficiently manufacture new product or part types.
Job ID: 145451637