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Senior/ Staff/ Principal Engineer, Product Engineering, Adv Data Analytics, Heterogeneous Integ[...]

Company

1100 Micron SemiAsiaOP Pte Ltd

Location

singapore, singapore

Type

Full-time

This position focuses on developing and deploying product-disposition solutions to enhance quality, yield, and reliability for Micron’s semiconductor products.

Key Responsibilities
  • Develop, validate and deploy product‑disposition solutions (wormhole) to ensure quality and reduce Defects Per Million (DPM) through a comprehensive product disposition program/workflow.
  • Utilize in‑house statistical tools, machine learning, and AI for engineering data analysis to enhance yields and reliability, integrating these improvements within the Dispo workflow.
  • Create a deviation alert system to monitor yield loss, characteristic/parameter trends, and wafer/die/cube shading.
  • Develop state‑of‑the‑art algorithms, including Machine Learning and Deep Learning models, to advance data mining and pattern recognition for quality enhancement, yield improvement, wafer/die level screening, and efficiency enhancement.
  • Mentor and develop team members to fos...

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