Staff Engineer, Real-Time Metrology & Defect Analytics

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE. LTD.; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

Micron Semiconductor Asia Operations Pte. Ltd. is seeking an Advanced Packaging Metrology-RDA Engineer to drive metrology and AI-enabled insights for advanced packaging technologies.

You will develop and optimize metrology recipes, validate inline results, and coordinate with multiple teams to integrate new tech into production. The role emphasizes data-driven decision making, defect analysis, and maintaining tool performance while applying AI literacy to daily work.

Qualifications

• PhD or Master/Bachelor with relevant experience in Electrical Eng., Materials Science, Chemical Eng., Physics, or related field.
• Semiconductor process or equipment engineering experience, preferably wafer bonding, plating, warpage control and packaging.
• Proficiency in Python, R, SQL for statistical analysis, process modeling, and data analytics.
• Experience with Visual Basic for automation and tool integration.
• Familiarity with E3, FDC, and RMS for equipment and process control.

Responsibilities

• Develop and optimize metrology recipes for various semiconductor processes.
• Ensure that the recipes are accurate and efficient for production needs.
• Develop and execute strategies for process monitoring, sampling, and CIP.
• Establish inspection methodologies and best-known methods (BKM) for metrology processes.
• Perform in-line characterization and validation of metrology recipes.
• Utilize data analysis tools like Power BI to summarize and report on metrology recipe status and project progress.
• Continuously analyze data to identify improvement opportunities and ensure process efficiency.
• Own and manage metrology tools, ensuring they meet performance indicators and quality standards.
• Drive the defense line readiness and set up control plans, OCAP (Out of Control Action Plans), and SPC (Statistical Process Control) charts.
• Engage in early involvement with APTD to ensure seamless integration of new technologies.
• Work closely with various teams, including Package Integration, PWF/Assembly Engineering, Front End Wafer Fab, Assembly/Test Engineering, Product Engineering, and Global Quality, to integrate manufacturing processes for optimal performance and quality control.
• Integrates AI-assisted tools and insights into daily work to improve efficiency, quality, or effectiveness, exercising sound judgment and complying with organizational standards and legal requirements.
• Contributes to a culture of continuous improvement by identifying, testing, and sharing AI-enabled enhancements within ones scope of work.

Skills

Python

R

SQL

Data analytics

Statistical analysis

DOE

Dashboarding

Cross-functional collaboration

Education

PhD with ≥2 years

Master’s degree with ≥5 years

Bachelor’s degree with ≥7 years

Tools

E3

FDC

RMS

Power BI

Job description

Micron Semiconductor Asia Operations Pte. Ltd. is seeking an Advanced Packaging Metrology-RDA Engineer to drive metrology and AI-enabled insights for advanced packaging technologies.

You will develop and optimize metrology recipes, validate inline results, and coordinate with multiple teams to integrate new tech into production. The role emphasizes data-driven decision making, defect analysis, and maintaining tool performance while applying AI literacy to daily work.