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Algorithms & Physical Modeling Engineer

Algorithms & Physical Modeling Engineer

CompanyASML
LocationSan Jose, CA, USA
Salary$157875 – $263125
TypeFull-Time
Degrees
Experience LevelSenior

Requirements

  • At least 5 years of C/C++, Python programming experience, familiar with software engineering practices, standard library, Python and related packages.
  • Solid understanding of physics (e.g., optics, electron-optics, etc.).
  • Rich experience in image processing and deep understandings of computer vision algorithms, deep learning tools, tracking, detection and calibration.
  • Ability to understand customer problems, define technical directions, and conduct independent research to provide high quality solutions within time and cost constraints.
  • Strong communicator able to collaborate with HW, SW, and application teams.

Responsibilities

  • Investigate algorithms utilizing physical models and machine learning methods for electrical and physical defect inspection and metrology with e-beam systems.
  • Research, investigate and develop image quality metrics for SEM (Scanning Electron Microscope) images obtained from Ebeam (Electron Beam) tools and integrate them into SEM defect inspection and metrology products.
  • Develop accurate and robust metrology algorithms for EBeam tools as well as algorithms for the calibration of the imaging systems.
  • Proven record of delivering production-ready ML solutions in semiconductor industry.

Preferred Qualifications

  • Minimum 5 years of experience in related fields is a plus for candidates, including IC manufacturing, semiconductor process technology, inspection or metrology, or equivalent experience.
  • Fast learner with strong self-motivation to grow technically; be able to perform job at high standard with minimum supervision, and demonstrated ability to thrive in a high pressure and fast paced environment.