Principal AI/ML & Data Analytics Leader

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

Job summary

Micron Technology, Inc. is seeking a senior ML leader to guide a team of engineers in building predictive models for yield, reliability, and engineering decision support within the HBM Product and System Engineering organization.

You will drive end-to-end ML solutions from data ingestion to production deployment, impacting quality and cycle time across manufacturing workflows. You will mentor engineers, collaborate with cross-functional teams, and apply cutting-edge techniques (gradient

Qualifications

• Bachelor's or Master's degree in Electrical Engineering, Computer Science, Data Science, Statistics, Artificial Intelligence, or a related field.
• Demonstrated leadership skills and technical problem-solving ability in dynamic environments.
• Flexible, proactive approach from team leadership to leading technical programs.
• Minimum 5 years of hands-on ML/data science/predictive modeling, incl. 2+ years as a people manager or tech lead.
• Deep experience with gradient-boosted trees (XGBoost/LightGBM/CatBoost) in production, incl. feature engineering and model monitoring.
• Practical time-series/temporal modeling experience and production deployment of ML/AI solutions.

Responsibilities

• Mentor and develop team members to foster growth and organizational capability.
• Lead a team of engineers, set technical direction, review models, and manage workload.
• Own design, training, validation, and deployment of predictive yield/reliability models.
• Build and operate model deployment paths with real-time and batch inference, monitoring, and drift detection.
• Develop and productionize ML/AI models for classification, regression, anomaly detection, and analysis support.
• Develop scalable data pipelines to ingest, clean, transform, and analyze large manufacturing datasets.
• Apply Python, SQL, and data science libraries to generate actionable insights and visualizations.
• Implement robust data processing and quality controls in distributed computing frameworks.
• Communicate findings clearly to technical and non-technical stakeholders.
• Drive innovation opportunities where ML/GenAI improve yield, quality, and cost.

Skills

Leadership skills

Python

SQL

Data analysis

Visualization

Communication

Problem solving

Model deployment

Education

Bachelor's or Master's in Electrical Engineering, Computer Science, Data Science, Statistics, AI, or related field

Tools

XGBoost

LightGBM

CatBoost

PySpark

BigQuery

Snowflake

MSSQL

Oracle

Redshift

Job description

Micron Technology, Inc. is seeking a senior ML leader to guide a team of engineers in building predictive models for yield, reliability, and engineering decision support within the HBM Product and System Engineering organization.

You will drive end-to-end ML solutions from data ingestion to production deployment, impacting quality and cycle time across manufacturing workflows. You will mentor engineers, collaborate with cross-functional teams, and apply cutting-edge techniques (gradient