Principal ML Engineer - Predictive Yield & AI

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE. LTD.; Singapore; On-site; SGD 180,000 - 300,000; Full time

Job summary

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE. LTD. is seeking a senior leader to head a team of engineers focused on predictive models for HBM screening, disposition, and testing in high-volume manufacturing.

You will drive intelligent systems to improve engineering productivity, decision-making, and insights from manufacturing, validation, and engineering workflows, while coaching engineers and data scientists to grow their capabilities.

Qualifications

• Bachelor's or Master's degree in Electrical Engineering, Computer Science, Data Science, Statistics, Artificial Intelligence, or related field.
• Demonstrated leadership skills and strong technical problem-solving abilities, adaptable to dynamic roles.
• Minimum 5 years hands-on ML/DS or predictive modeling; at least 2 years leading engineers or data scientists as a people manager or technical lead.
• Depth in gradient-boosted tree methods such as XGBoost.

Responsibilities

• Mentor and develop team members to foster growth within the organization.
• Lead a team of engineers, set technical direction, review modeling work, hire and onboard to raise technical bar.
• Design, train, validate, and productize models predicting yield loss, defects, and reliability from manufacturing/test data.

Skills

Strong leadership

Technical skills

Problem solving

Education

Bachelor's or Master's in EE, CS, DS, Stats, AI

Tools

XGBoost

Gradient boosting

Job description

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE. LTD. is seeking a senior leader to head a team of engineers focused on predictive models for HBM screening, disposition, and testing in high-volume manufacturing.

You will drive intelligent systems to improve engineering productivity, decision-making, and insights from manufacturing, validation, and engineering workflows, while coaching engineers and data scientists to grow their capabilities.