Lead AI/ML Engineer: Yield & Reliability

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE LTD; Singapore; On-site; SGD 180,000 - 240,000; Full time

Job summary

Micron Technology Asia Operations PTE LTD is seeking a results-driven ML engineering leader to drive predictive yield and reliability models in high-volume semiconductor manufacturing. You will mentor a team of engineers, guide model development, and ensure scalable data pipelines support complex analysis across manufacturing, test, and engineering domains.

The role emphasizes production deployment, cross-functional collaboration with Product, Yield, Process, and Fab teams, and advancing

Qualifications

• Bachelor’s or Master’s degree in Electrical Engineering, Computer Science, Data Science, Statistics, Artificial Intelligence, or a related field.
• Minimum 5 years of hands-on machine learning, data science, or predictive-modeling experience, including at least 2 years leading a team of engineers or data scientists as a people manager or formal technical lead.
• Demonstrated depth in gradient-boosted tree methods such as XGBoost, LightGBM, or CatBoost applied to real production problems, including feature engineering, imbalance handling, and interpretability.
• Strong programming proficiency in Python and SQL with production deployment experience.

Responsibilities

• Mentor and develop team members to foster growth within the organization.
• Lead a team of engineers, set technical direction, review modeling work, and hire/onboard to raise technical standards.
• Own design, training, validation, and productization of predictive yield and reliability models from manufacturing and test data.
• Develop and productionize ML/DL models for classification, regression, anomaly detection, and engineering decision support.
• Build scalable data pipelines and analytics workflows to ingest and analyze large heterogeneous datasets from multiple systems.
• Deploy and monitor AI/ML solutions in cloud/enterprise environments and ensure model governance.

Skills

Python

SQL

Leadership

ML

Education

Bachelor/Master in EE/CS/DS

Tools

BigQuery

Kubernetes

Spark

Job description

Micron Technology Asia Operations PTE LTD is seeking a results-driven ML engineering leader to drive predictive yield and reliability models in high-volume semiconductor manufacturing. You will mentor a team of engineers, guide model development, and ensure scalable data pipelines support complex analysis across manufacturing, test, and engineering domains.

The role emphasizes production deployment, cross-functional collaboration with Product, Yield, Process, and Fab teams, and advancing