Algorithm Engineer-AI/ML

Contenido de trabajo

Algorithm Development Engineering – AI/ML Group

KLA Overview:

Calling the adventurers ready to join a company that’s pushing the limits of nanotechnology to keep the digital revolution rolling. At KLA, we’re making technology advancements that are bigger—and tinier—than the world has ever seen.

Who are we? We research, develop, and manufacture the world’s most advanced inspection and measurement equipment for the semiconductor and nanoelectronics industries. We enable the digital age by pushing the boundaries of technology, creating tools capable of finding defects smaller than a wavelength of visible light. We create smarter processes so that technology leaders can manufacture high-performance chips—the kind in that phone in your pocket, the tablet on your desk and nearly every electronic device you own—faster and better. We’re passionate about creating solutions that drive progress and help people do what wouldn’t be possible without us. The future is calling. Will you answer?

Key Responsibilities:

KLA is seeking applications for an Algorithm engineer in EBEAM division for developing next generation technologies in yield management for Semi-Conductor industry. This position involves developing advanced Image Processing and Machine Vision algorithms for the wafer Inspection, Review and Metrology products. We are one of the pioneering companies in the Semi-Conductor industry to use Deep Learning algorithms for defect detection and classification. In addition, we are actively exploring using Generative models (GAN) for SEM image simulation and image quality enhancement.

• This position involves developing advanced image processing algorithms for the wafer inspection and review.
• Designs and develops cutting edge image processing and machine learning algorithms
• Collaborate with Application Engineers and Customers to design, develop and productize solutions at customer sites.
• Support the adoption of eBeam solutions at customer sites.
• Implement system level solutions to push the limits of sensitivity on semiconductor inspection & review systems.
• Designs and implementations are always constrained to operate with the boundaries of robustness and stability.
• Real time requirements pose additional challenges and works extensively on providing solutions to live customer problems in the field.
• This position is unique as it interfaces with several system level groups - Optics, mechanics, sensors, and applications among others.
• The opportunities are boundless in the technical areas as we are constantly pushing the envelope of leading-edge technologies in algorithms and image computers.

System level solutions for these complex automated inspection platforms. We are constantly innovating and releasing products every few months

Preferred Qualifications

· New college graduates in any of the following degree: Ph.D., Dual Degree, Masters, or Bachelors. (Candidates from EE, CS and Mathematics background would be preferred)

· The ideal candidate will have a working knowledge of Machine Vision.

· Knowledge of Deep Learning with working experience in Tensor Flow, Theano, PyTorch etc.

· Working experience in one or more of the following DL techniques: GANs, Auto Encoders, Semantic Segmentation,

· Ability to formulate problems into mathematical equations.

· Proficiency in computational methods, C++, and object-oriented design.

· Team player with good written and verbal communication skills.