DATA SCIENTIST

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE. LTD.

Singapore
Python programming skills
Sql data extraction experience
Statistical modeling and analysis
This role focuses on uncovering patterns in data to drive predictive models and improve product yield in advanced semiconductor manufacturing

Job Summary

  • This role focuses on uncovering patterns in data to drive predictive models and improve product yield in advanced semiconductor manufacturing.
  • The successful candidate will collaborate with engineering teams to analyze inline, param, and probe data to identify top yield detractors.
  • Key responsibilities include developing automated processes to cleanse large datasets and creating dashboards to communicate insights effectively.

Matching Summary

Match Score: 85

This role focuses on uncovering patterns in data to drive predictive models and improve product yield in advanced semiconductor manufacturing.

Skills & Requirements

Must-have

  • Python programming skills
  • SQL data extraction experience
  • Statistical modeling and analysis
  • Data visualization tools Dash Plotly
  • Root cause analysis capabilities

Nice-to-have

  • Semiconductor industry background
  • Design of Experiments DOE knowledge
  • CMOS process understanding
  • Memory architecture DRAM NAND
  • Cross-functional collaboration skills

Key Requirements

  • Bachelor's degree in Computer Science or related field
  • Minimum 2 years hands-on data science experience
  • Willingness to learn semiconductor manufacturing principles

Work Rights

Not specified

Tailored Resume

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