Senior Data Scientist

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE. LTD.

Singapore
Master's or ph.d. in quantitative field
5+ years industry data science experience
Python and sql proficiency
This role leverages advanced mathematics and statistics to improve semiconductor manufacturing yield, quality, and productivity across global fabs

Job Summary

  • This role leverages advanced mathematics and statistics to improve semiconductor manufacturing yield, quality, and productivity across global fabs.
  • The successful candidate will design multi-agent systems for automated troubleshooting and implement Retrieval-Augmented Generation (RAG) strategies.
  • You will guide junior data scientists while building robust software pipelines suitable for high-volume manufacturing environments.

Matching Summary

Match Score: 85

This role leverages advanced mathematics and statistics to improve semiconductor manufacturing yield, quality, and productivity across global fabs.

Skills & Requirements

Must-have

  • Master's or Ph.D. in quantitative field
  • 5+ years industry data science experience
  • Python and SQL proficiency
  • LLM and agentic framework experience
  • Production ML model deployment

Nice-to-have

  • Manufacturing process data exposure
  • Google Cloud Vertex AI familiarity
  • Docker and Kubernetes containerization
  • Angular or React UI framework experience
  • Agile/SDLC environment collaboration

Key Requirements

  • Master's or Ph.D. required
  • 5+ years of relevant industry experience
  • Proficiency in Python and SQL
  • Experience with LLMs and agentic frameworks

Work Rights

Not specified

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