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About the Role
Responsibilities
- Serve as a subject matter expert (SME) for semiconductor fabrication processes, including lithography, etching, deposition (CVD/PVD), CMP, diffusion, ion implantation, and metrology.
- Develop and implement process improvement strategies to enhance yield, throughput, and defect reduction.
- Drive advanced process control (APC) and statistical process control (SPC) methodologies for process optimization.
- Analyze process variation and defects using FDC (Fault Detection and Classification) and DOE (Design of Experiments) techniques.
- Work with AI/ML teams to implement predictive analytics and machine learning for defect prevention and process control.
- Support SECS/GEM and EDA integration for smart fab automation and real-time data monitoring.
- Collaborate with R&D, IT, and automation teams to implement Industry 4.0 and smart manufacturing solutions.
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