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Micron Technology

Senior/ Staff/ Principal Engineer, Product Engineering, Adv Data Analytics, Heterogeneous Integration Group (HIG), High Bandwidth Memory (HBM)

Micron Technology
Integrated Device ManufacturingSingapore, SingaporeFull-time1 months ago
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About the role

AI summarised

Senior/Staff/Principal Product Engineer role at Micron's Heterogeneous Integration Group focusing on High Bandwidth Memory. The role involves developing product disposition solutions, applying AI/ML for yield improvement, and collaborating with cross-functional teams to enhance quality and reliability in semiconductor manufacturing.

IDMFull-timeHIG

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.
  • Actively mentor and develop team members to foster growth and development within the team and the organization.
  • Work closely with various cross-functional teams, including Fab, HBM Technology Development, HBM Design, System Development, and Quality/Reliability teams, to ensure the holistic development and successful shipping of end products.
  • Promote innovation and drive changes that provide a technical advantage over competitors, maintaining the company's competitive edge in the market.
  • Collaborate with cross-functional teams to develop, deploy, and validate AI/ML models aimed at enhancing key performance indicators (KPIs) such as Quality, Cost, Cycle Time, and Scale.

Requirements

  • Bachelor's or Master's degree in Electrical and Electronics Engineering, Statistics, or related engineering fields.
  • Experience in data analytics/science industry. Experience in Micron Product Engineering or the semiconductor industry is preferred.
  • Demonstrate strong leadership and technical skills with a deep understanding of data analytics, data extraction, and analysis tools such as JMP, Tableau, and Power BI.
  • Excellent communication skills to present findings and insights to non-technical stakeholders.
  • Proven track record of collaborative work within/across teams to address sophisticated business and engineering problems. Experience in mentoring and coaching team members to develop their skills.
  • Dedicated and highly motivated with a flexible approach towards adapting to different roles in a dynamic working environment (from leading the team to leading technical programs).
  • Strong sense of responsibility and accountability towards assigned role with professional work ethic.
  • Work on site in Singapore with international travel to Taiwan.