Senior Product Development Engineer - Yield & Data Analytics

xilinx asia pacific pte. ltd.; Singapore; On-site; SGD 60,000 - 90,000; Full time

Job summary

Xilinx Asia Pacific Pte. Ltd. in Singapore seeks a data analytics engineer to evaluate and assist in the development of AECG product, using data mining and analytics to meet yield targets; you will test and debug tools and collaborate with product development to automate data analysis.

The role requires strong analytical and problem-solving skills, teamwork across sites, and familiarity with JMP, Perl, Python, and data-driven manufacturing processes.

Qualifications

• Strong analytical and problem-solving skills.
• Experience collaborating with engineers across sites/time zones.
• Hands-on knowledge of JMP and scripting languages (Perl, Python).
• Understanding of manufacturing/test methodologies a plus.

Responsibilities

• Perform data mining and statistical analysis on wafer sort and final test parameters to support initial product assessment.
• Identify and drive parametric yield improvement to meet yield targets.
• Collaborate with Tools Development to feedback binning, yield and parametric results to enhance tool capabilities.
• Develop methodologies to automate analytical tasks using scripting languages and AI.
• Define recipes for high-volume Engineering Samples and Production supply.

Skills

Analytical thinking

Communication

Teamwork

Troubleshooting

Problem solving

Debugging

Education

Bachelor's or Master's in Electrical/Computer Engineering

Tools

JMP

Perl

Python

Job description

THE ROLE:

Evaluate and assist in the development of AMD AECG product using internal product analysis tools through extensive data mining and data analytics, to meet yield target. Responsibilities will also include testing and debugging of these tools as they go through revision enhancements. Work extensively within Product Development Engineering to understand their requirements to help develop tool functionalities that automate and enhance the quality of data analysis. Involve in solving Engineering Samples and early Production shipment issues.

THE PERSON:

You have a passion fornext-generationFPGAand ASICproduct development during NPI stage. You are a team player with excellent communication skills and experience collaborating with engineers across different sites and time zones. You possess strong analytical and problem-solving abilities, and you're eager to learn and take on challenges.

KEY RESPONSIBILITIES:

• Perform data mining and statistical data analysis on wafer sort and final test parametric to support initial product assessment
• Identify and drive parametric yield improvement to meet yield target
• Work closely with Tools Development engineers to feedback binning, yield and parametric results to enhance various Tools' capabilities, functions and productivity.
• Develop methodologies to automate analytical tasks using scripting languages and AI
• Defines recipes for high volume Engineering Samples and Production supply.

PREFERRED EXPERIENCE:

• Good analytical, communication, teamwork and troubleshooting skills
• Excellent problem solving and failure debug skills are required
• Basic understanding of product test methodology and implementation is a plus
• Hands-on knowledge on JMP statistical analysis tools and scripting languages such as Perl and Python is a plus
• Experience in manufacturing process is a plus

ACADEMIC CREDENTIALS:

• Bachelor's or Master's Electrical Engineering, Computer Engineering, or comparable disciplines