SR DATA SCIENTIST

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE. LTD.

Singapore
**
2+ years semiconductor process experience
Python programming proficiency
Deep learning and computer vision
** Micron Semiconductor Asia Operations is seeking a Senior Data Scientist to develop predictive models and actionable insights using big data analysis techniques. The role requires collaboration with various teams to enhance existing tools and processes while focusing on semiconductor data analysis. **

Job Summary

  • This role involves designing and developing software programs to cleanse, integrate, and evaluate large datasets from multiple disparate sources for semiconductor applications.
  • The successful candidate will deploy data science models and lead the end-to-end lifecycle including solution design, maintenance, and monitoring.
  • You will interact with cross-functional teams to identify questions and issues for data analysis projects while communicating complex insights to non-technical business managers.

Matching Summary

Match Score: 75

** Micron Semiconductor Asia Operations is seeking a Senior Data Scientist to develop predictive models and actionable insights using big data analysis techniques. The role requires collaboration with various teams to enhance existing tools and processes while focusing on semiconductor data analysis. **

Skills & Requirements

Must-have

  • 2+ years semiconductor process experience
  • Python programming proficiency
  • Deep learning and computer vision
  • SQL database extraction skills
  • Cloud platform (GCP) experience
  • Statistical modeling and analytics

Nice-to-have

  • Generative AI and LLM application
  • Top-tier conference contributions
  • Production model deployment optimization
  • Angular and FastAPI web development
  • Docker containerization knowledge

Key Requirements

  • Degree in Computer Science, Mathematics, Statistics, or Data Science
  • Minimum 2 years of data science experience
  • Minimum 2 years of semiconductor process or manufacturing data analysis experience
  • Proficiency in Python and SQL
  • Experience with GCP cloud platforms

Work Rights

Not specified

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