Senior Engineer — AI/ML Yield Analytics for HBM

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE. LTD.; Singapore; On-site; SGD 150,000 - 190,000; Full time

Job summary

Micron Technology Asia Operations, Singapore, seeks a Principal/Senior/Product Engineer (Advanced Data Analytics) in the Heterogeneous Integration Group for HBM Product Engineering. Lead a high-performing team to drive yield and quality improvements through ML/AI, data infrastructure, and proactive deviation alerts, collaborating across Fab, Design, and Quality teams.

You will mentor team members, develop cutting-edge algorithms, and focus on KPIs such as quality, cost, cycle time, and scale in

Qualifications

• Bachelor's or Master's degree in Engineering, Computer Science, Statistics, AI or related fields.
• Experience in Micron Product Engineering or the semiconductor industry is preferred.
• Strong data analytics, data extraction and analysis skills using JMP, Tableau and Power BI.
• Proficiency in statistical analysis, predictive modeling and ML libraries (TensorFlow, Scikit-learn, PyTorch).
• Proficiency in Python, R, SQL and web tech (JavaScript, HTML, CSS) for data manipulation and analysis.
• Excellent communication to present findings to non-technical stakeholders.
• Proven collaborative skills across teams to solve complex problems.
• Flexible and proactive in dynamic roles from team leadership to technical program leadership.
• Strong sense of responsibility and professional work ethic.

Responsibilities

• Lead cross-functional initiatives to significantly improve yield and quality.
• Analyze data with ML/AI to enhance yields and reliability, integrating into Dispo workflow.
• Develop algorithms for wafer/die level screening and process optimization.
• Build data infrastructure and cloud-based pipelines to support reliability and engineering assessments.
• Mentor and develop team members for growth within the organization.
• Collaborate with Fab, HBM Tech Development, Design, System Development and Quality/Reliability teams.
• Promote innovation and maintain competitive technical edge.
• Advocate AI/ML to improve KPIs: Quality, Cost, Cycle Time, Scale.

Skills

Data analytics

Statistical analysis

Machine learning

Education

Bachelor's or Master's degree in Engineering/Computer Science/Statistics/AI

Tools

JMP

Tableau

Power BI

TensorFlow

Scikit-learn

PyTorch

Python

R

SQL

JavaScript

HTML

CSS

Job description

Micron Technology Asia Operations, Singapore, seeks a Principal/Senior/Product Engineer (Advanced Data Analytics) in the Heterogeneous Integration Group for HBM Product Engineering. Lead a high-performing team to drive yield and quality improvements through ML/AI, data infrastructure, and proactive deviation alerts, collaborating across Fab, Design, and Quality teams.

You will mentor team members, develop cutting-edge algorithms, and focus on KPIs such as quality, cost, cycle time, and scale in