Senior Data Science Leader – Semiconductor Yield

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE. LTD.; Singapore; Vor Ort; SGD 250.000 - 360.000; Vollzeit

Zusammenfassung

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE. LTD. seeks an accomplished Manager, Data Science to lead the next evolution of our TD NAND data science and analytics capabilities in Singapore.

This high-impact leadership role intersects semiconductor manufacturing, data science, advanced analytics, and engineering. You will guide teams applying statistical methods, machine learning, and data engineering to solve complex manufacturing challenges and improve process capability, device yield, and

Qualifikationen

• Master's degree in Computer Science, Electronics Engineering, or a related technical discipline.
• 12+ years of overall professional experience, including 2-3 years leading global Analytics and/or Data Science teams.
• Strong hands-on experience within the semiconductor industry.
• Solid understanding of semiconductor fabrication processes, manufacturing equipment, and device physics.

Aufgaben

• Lead and develop global engineering and analytics teams across multiple levels.
• Drive yield and process optimization with inline, parametric, and probe data.
• Build data pipelines, extract, cleanse, and analyze large datasets from SQL databases and manufacturing sources.
• Advance analytics and machine learning to identify patterns and support defect reduction strategies.
• Enable engineering experimentation with DOE and related analyses to improve process capability.
• Turn data into actionable insights through automated reports, dashboards, and analytics tools (Dash, Plotly, Streamlit).
• Lead cross-functional execution with Yield, LPD, Cost, IET, Planning, and other leaders.

Kenntnisse

Leadership

Data science

Machine learning

Statistics

Python

SQL

Data visualization

Ausbildung

Master's degree in CS/EE or related technical discipline

Tools

Dash

Plotly

Streamlit

GCP

Snowflake

GitHub

JIRA

Angular

Jobbeschreibung

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE. LTD. seeks an accomplished Manager, Data Science to lead the next evolution of our TD NAND data science and analytics capabilities in Singapore.

This high-impact leadership role intersects semiconductor manufacturing, data science, advanced analytics, and engineering. You will guide teams applying statistical methods, machine learning, and data engineering to solve complex manufacturing challenges and improve process capability, device yield, and