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Staff Yield Engineer - Data Analytics


ADVANCED MICRO DEVICES (SINGAPORE) PTE LTD
2 days ago
Posted date
2 days ago
N/A
Minimum level
N/A
Full-timeEmployment type
Full-time
THE ROLE:

You will be supporting the development and launch of high-quality AI , Graphics, CPU, APU, and custom design products in the Product Yield Engineering team. You will optimize manufacturing costs and ensure timely market delivery. You will be involved in cross-functional collaboration with engineering, design, foundry, and data teams to resolve complex challenges, accelerate product ramp-up, and drive ongoing yield improvements.

KEY RESPONSIBILITIES:
  • Data analysis and yield engineering, focusing on post-testing data, presentation, and understanding fabrication/testing processes
  • Analyzing data across various products
  • Manage product wafer costs, including yield and test content, to meet quality and yield targets
  • Analyze yield metrics to forecast supply and product performance
  • Implement best practices for test and characterization
  • Use diagnostics and failure analysis to reduce defects in foundry environments
  • Collaborate with internal and external foundry teams to identify and implement process improvements
  • Engage with engineering, product teams and business units to define and achieve program requirements for defectivity, power, performance, reliability, and quality


PREFERRED EXPERIENCE:

The ideal candidate will have the following minimum skills:
  • Minimum 7 years of experience in process technology or product development, preferably with leading-edge foundries, assembly, and test operations.
  • Direct experience in JMP or equivalent data analysis tools.
  • Database querying and SQL
  • An advanced degree in a related field may reduce the minimum experience requirement

In addition, we value these technical competencies in our team:
  • Strong AI-forward data science skills with experience in big data models, databases, and machine learning
  • Strong scripting capability including using AI to extract and automate complex data analysis
  • Understanding of functional and design-for-test methodologies, structures, and practices
  • Technical expertise in the productization of new and advanced technologies
  • Knowledge of leading edge (FinFET, GAA, etc.) semiconductor device physics
  • Semiconductor manufacturing experience
  • Ability to work effectively in geographically distributed and diverse teams


ACADEMIC CREDENTIALS:
  • Bachelor's Degree in Electrical Engineering, Computer Engineering, or Computer Science, or a related degree in Math, Sciences, or Statistics.
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JOB SUMMARY
Staff Yield Engineer - Data Analytics
ADVANCED MICRO DEVICES (SINGAPORE) PTE LTD
Singapore
2 days ago
N/A
Full-time

Staff Yield Engineer - Data Analytics