Senior Data Science Leader, Semiconductor Analytics

Micron Technology, Inc.; Singapore; On-site; SGD 180,000 - 260,000; Full time

Job summary

Micron Technology, Inc. in Singapore seeks a Senior Manager, Data Science to lead the SMAI Singapore data science and analytics efforts.

You will guide teams across inline, parametric, probe, sensor, and equipment data, applying ML and statistics to improve yield, process capability, and operational performance. You will work closely with Process Integration, Process Engineering, and Yield to transform complex manufacturing datasets into actionable insights, build scalable data solutions, and

Qualifications

• 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.

Responsibilities

• Lead and develop global engineering and analytics teams across multiple levels.
• Recruit, mentor, and grow analysts, engineers, and contractors while fostering a culture of technical excellence, innovation, collaboration, and continuous improvement.
• Partner with manufacturing and engineering teams to analyze inline, parametric, and probe data, identify yield detractors, troubleshoot issues, and drive continuous improvement.
• Extract, cleanse, integrate, and analyze large datasets from SQL databases, sensor networks, fabrication equipment, and other data sources.
• Apply statistical modeling, machine learning, and data science techniques to identify patterns and support defect reduction strategies.
• Design and analyze DOE experiments to improve process capability, margins, and manufacturing performance.
• Develop automated reports, analytical tools, prototypes, and dashboards using Dash, Plotly, and Streamlit.
• Manage a multi-stream analytics and data engineering portfolio with cross-functional partners to align priorities and delivery.

Skills

Python

SQL

NAND memory

SPC

DOE

FDC

EDA

Dash

Plotly

Angular

GCP

Snowflake

GitHub Copilot

Code Assist

OpenCode

Roo Code

Education

Master’s degree in Computer Science, Electronics Engineering, or a related technical discipline

Tools

GitHub

JIRA

Dash

Plotly

Angular

Job description

Micron Technology, Inc. in Singapore seeks a Senior Manager, Data Science to lead the SMAI Singapore data science and analytics efforts.

You will guide teams across inline, parametric, probe, sensor, and equipment data, applying ML and statistics to improve yield, process capability, and operational performance. You will work closely with Process Integration, Process Engineering, and Yield to transform complex manufacturing datasets into actionable insights, build scalable data solutions, and