Job Description

Description

/Preferred Qualifications

This position belongs to the algorithm team for LS-SWIFT division in the Global Product Group (GPG) of KLA Corporation. The team is responsible for advanced real-time image processing algorithms and machine learning solutions that support wafer inspection products.

Responsibilities :

• Designing, developing, modifying and diagnosing complex ML and DL algorithms

• Ability to invent, prototype and deploy new image processing algorithms and ideas

• Hands-on experience with products such as C/C++, Python/TensorFlow is a plus

• Hands-on experience in object-oriented and functional programming

• Excellent written and verbal communication skills.

• Ability to work both independently and in a team environment.

Qualifications:

  • Strong background in one or more of the following areas: Signal processing, machine Learning, deep learning, computer vision, image processing 
  • Proficiency in C/C++, python and object-oriented design
  • Knowledge of common deep learning frameworks like TensorFlow, PyTorch
  • Ability to write model architectures from scratch, modify loss functions
  • Experience in writing custom operators in tensorflow, understanding of architecture elements like sessions, graphs, estimator engine is a plus
  • Experience in recent compilers for GPU/CPU optimizations like cuda, aocc, icc and xla is a plus

    • Minimum Qualifications

    Doctorate (Academic) Degree and 0 years related work experience; Master's Level Degree and related work experience of 3 years; Bachelor's Level Degree and related work experience of 5 years

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