Data Scientist - Semiconductor Yield & AI Analytics

Micron Technology, Inc.; Singapore; On-site; SGD 70,000 - 110,000; Full time

Job summary

Micron Technology, Inc. in Singapore is seeking a Data Scientist to turn data into actionable insights for semiconductor manufacturing.

You'll work with Process Integration and Process Engineering to improve yield and reduce variation. Expect hands-on data engineering, modeling, and visualization, building dashboards with Dash/Plotly, and collaborating across multi-functional teams to deliver measurable improvements.

Qualifications

• Bachelor's degree in a related field.
• 2+ years hands-on data science, analytics, or scripting experience.
• Willingness to learn semiconductor manufacturing principles.

Responsibilities

• Yield & Process Optimization: collaborate with engineering teams to analyze data and drive improvement.
• Data Pipeline & Automation: extract, cleanse, and analyze datasets from SQL databases and tool logs.
• Advanced Analytics & Modeling: apply data science techniques and ML to solve yield issues.
• Experimentation Support: assist engineers in running Design of Experiments to enhance capabilities.
• Visualization & Communication: develop automated reports and dashboards to communicate results.

Skills

Python programming

SQL

Statistical analysis

Data visualization

AI/ML basics

Education

Bachelor's degree in Computer Science, Data Science, Statistics, AI, or related field

Tools

Dash

Plotly

Angular

Job description

Micron Technology, Inc. in Singapore is seeking a Data Scientist to turn data into actionable insights for semiconductor manufacturing.

You'll work with Process Integration and Process Engineering to improve yield and reduce variation. Expect hands-on data engineering, modeling, and visualization, building dashboards with Dash/Plotly, and collaborating across multi-functional teams to deliver measurable improvements.