Deep Learning Algorithm Engineer

4 weeks ago

Milpitas, California, United States KLA Full time

About the Role:

We are seeking a highly skilled Staff Algorithm Engineer to join our team at KLA. As a key member of our organization, you will be responsible for designing and deploying Deep Learning models for image processing and computer vision applications in our semiconductor process control business.

Key Responsibilities:

  • Design AI sub-system components for product features
  • Lead and coach junior engineers in designing and implementing AI sub-system components
  • Collaborate with global peers across functions to work and communicate effectively
  • Evaluate state-of-the-art Deep Learning and Computer Vision algorithms
  • Implement SOTA Deep Learning and Computer Vision models
  • Understand and apply DL/GenAI training techniques to model development
  • Design and improve DL models for specific feature requests
  • Optimize and fine-tune DL or GenAI models
  • Evaluate and validate the performance of DL or GenAI models
  • Perform A/B testing between models and applications on real data
  • Present technical ideas, concepts, and results to peers and customers

Requirements:

  • PhD degree in Computer Science, Electrical Engineering, or related quantitative fields
  • 3+ years of industrial experience applying DL/GenAI on real-world problems with impactful results
  • In-depth experience in at least one of the modeling areas, including Deep Learning, Reinforcement Learning, LLMs, Vision Foundation Model, GenAI, Multi-Modal Modeling, etc.
  • In-depth experience in at least one of the application fields, including Computer Vision, Image Processing, Video Processing, Robotics, NLP, or equivalent
  • Proficiency in Python and at least one additional programming language, such as C/C++, Rust, Go, Java, or Swift
  • Proficiency in at least one Deep Learning framework, such as PyTorch, TensorFlow, JAX, PaddlePaddle, or equivalent
  • Demonstrations of Deep Learning experience via technical publications in top conferences or industrial patents or impactful open-source projects

About KLA:

KLA is a global leader in diversified electronics for the semiconductor manufacturing ecosystem. We invent systems and solutions for the manufacturing of wafers and reticles, integrated circuits, packaging, printed circuit boards, and flat panel displays. Our expert teams of physicists, engineers, data scientists, and problem-solvers work together with the world's leading technology providers to accelerate the delivery of tomorrow's electronic devices.

Why Join KLA:

We offer a total rewards package that is competitive and comprehensive, including medical, dental, vision, life, and other voluntary benefits, 401(K) including company matching, employee stock purchase program (ESPP), student debt assistance, tuition reimbursement program, development and career growth opportunities, financial planning benefits, wellness benefits, paid time off, paid company holidays, and family care and bonding leave.

Equal Opportunity Employer:

KLA is proud to be an Equal Opportunity Employer. We do not discriminate on the basis of race, religion, color, national origin, sex, gender identity, gender expression, sexual orientation, age, marital status, veteran status, disability status, or any other status protected by applicable law.

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