Research Scientist
Responsibilities
  • Analyze data and images collected from fab, develop new and novel methods to improve manufacturing processes and the yield.
  • Based on the above data, decompose and analyze IC design data, determine the factors that limit the yield of IC manufacturing process.
  • Apply techniques in statistics analysis and Big Data to discover valuable information from the manufacturing process.
  • Design and prototype a new data analysis tool to improve IC manufacturing process. Validate the tool and the algorithms involved against the real process data.
  • Supervise and facilitate the software engineering team to transform this tool into a robust software product.
Requirements
  • Proficiency in Matlab, or an equivalent math prototyping language.
  • Solid background in mathematics and/or physics. Strong analytical skills, problem solving skills and critical thinking skills.
  • Solid theoretical background in signal/image processing, computer vision, computational geometry and pattern recognition
  • Knowledge or experience in semiconductor lithography and IC design
  • Proficiency in written and oral communication skills
  • Excellent written and oral communication skills
  • A good team player
Desired but not required
  • Knowledge of advanced engineering mathematics, numerical algorithms, computer graphics, computational geometry, image and signal processing, statistics, optimization algorithms, optical imaging theory, lithography modelling
  • Familiarity with UNIX environment, scripting languages
  • Experience in Electronic Design Automation (EDA) and large data structure
Qualifications
  • MS/PhD degree in Electrical Engineering, Computer Science, Physics, Applied Mathematics or related discipline
  • Willingness to learn new technologies and take on challenging problems
  • Experience in semiconductor industry is a plus
Job Location
  • San Jose, California
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