Senior/Staff, Data Scientist

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE. LTD.

Singapore
Computer vision techniques
Image processing and analysis
Machine learning model development
The role involves designing advanced image processing solutions to extract measurements and analyze image data for semiconductor engineering

Job Summary

  • The role involves designing advanced image processing solutions to extract measurements and analyze image data for semiconductor engineering.
  • Candidates will apply computer vision and machine learning techniques to solve practical problems in defect analysis and process development.
  • The position requires a minimum of four years of hands-on experience applying visual recognition methods and deep learning frameworks.

Matching Summary

Match Score: 85

The role involves designing advanced image processing solutions to extract measurements and analyze image data for semiconductor engineering.

Skills & Requirements

Must-have

  • Computer vision techniques
  • Image processing and analysis
  • Machine learning model development
  • Python programming proficiency
  • OpenCV and Scikit-image libraries

Nice-to-have

  • Semiconductor manufacturing knowledge
  • Advanced degree in related field
  • Collaboration with engineering teams
  • Continuous improvement mindset

Key Requirements

  • Bachelor/Master's degree in Computer Science or related field
  • Minimum 4 years of hands-on experience in image processing
  • Minimum 2 years experience training ML/deep learning models
  • Proficiency in Python, MATLAB, or R
  • Experience with PyTorch, TensorFlow, or Keras

Work Rights

Not specified

Tailored Resume

Cover Letter