Senior Product Development Engineer - Yield & Data Analytics

Advanced Micro Devices, Inc.; Singapore; On-site; SGD 70,000 - 110,000; Full time

Job summary

Advanced Micro Devices, Inc. in Singapore is seeking a data analytics engineer to evaluate and assist in the development of AMD AECG product using internal analysis tools, performing data mining and statistical analysis on wafer sort and final test parametric data to support initial product assessment.

You will collaborate with Engineering and Tools Development teams across sites to automate analytical tasks with scripting languages and AI, drive parametric yield improvements, and define recipes

Qualifications

• Strong analytical and problem-solving abilities.
• Excellent communication and teamwork skills.
• Experience with data mining and statistical analysis is preferred.
• Hands-on JMP and scripting (Perl/Python) experience is a plus.
• Experience in manufacturing process is a plus.

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.
• Collaborate with Tools Development to feedback binning, yield and parametric results to enhance tools’ capabilities and productivity.
• Develop methodologies to automate analytical tasks using scripting languages and AI.
• Defines recipes for high volume Engineering Samples and Production supply.

Skills

Analytical skills

Communication

Teamwork

Troubleshooting

Problem solving

Education

Bachelor’s or Master’s in Electrical or Computer Engineering

Tools

JMP

Perl

Python

Job description

ADVANCE YOUR CAREER. ADVANCE THE WORLD.

At AMD, we believe technology has the power to solve the world’s most important challenges. From advancing healthcare and scientific discovery to powering AI and the technologies people rely on every day, innovation at AMD is shaping the future.

Whether you’re redesigning next-gen processors, enabling AI breakthroughs, or bringing leading edge products to market, every role at AMD contributes to something bigger— technology that moves the world forward. Join us and, together, we’ll advance your career.

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 for next-generation FPGA and ASIC product 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

LOCATION:

Singapore

Benefits offered are described: AMD benefits at a glance.

AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services. AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third-party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status, or any other characteristic protected by law. We encourage applications from all qualified candidates and will accommodate applicants’ needs under the respective laws throughout all stages of the recruitment and selection process.

AMD may use Artificial Intelligence to help screen, assess or select applicants for this position. AMD’s “Responsible AI Policy” is available here.

This posting is for an existing vacancy.