Staff Yield Engineer - Data Analytics
ADVANCED MICRO DEVICES (SINGAPORE) PTE LTD
2 days ago
Posted date2 days ago
N/A
Minimum levelN/A
EngineeringJob category
EngineeringTHE 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:
PREFERRED EXPERIENCE:
The ideal candidate will have the following minimum skills:
In addition, we value these technical competencies in our team:
ACADEMIC CREDENTIALS:
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.
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