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Algorithms Engineer (Traditional Image Processing - Optical Modeling -

Company: KLA
Location: Ann Arbor
Posted on: February 19, 2021

Job Description:

Company Overview

KLA is a global leader in diversified electronics for the semiconductor manufacturing ecosystem. Virtually every electronic device in the world is produced using our technologies. No laptop, smartphone, wearable device, voice-controlled gadget, flexible screen, VR device or smart car would have made it into your hands without us. KLA invents systems and solutions for the manufacturing of wafers and reticles, integrated circuits, packaging, printed circuit boards and flat panel displays. The innovative ideas and devices that are advancing humanity all begin with inspiration, research and development. KLA focuses more than average on innovation and in 2019 we invested 15% of sales back into R&D. 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. Life here is exciting and our teams thrive on tackling really hard problems. There is never a dull moment with us.
Group/Division

Responsibilities Of This Position Include

With over 40 years of semiconductor process control experience, chipmakers around the globe rely on KLA to ensure that their fabs ramp next-generation devices to volume production quickly and cost-effectively. Enabling the movement towards advanced chip design, KLA's Global Products Group (GPG), which is responsible for creating all of KLA's metrology and inspection products, is looking for the best and the brightest research scientist, software engineers, application development engineers, and senior product technology process engineers. The RAPID division is the world leading provider of reticle inspection solutions for the semiconductor industry. The company provides inspection solutions to both the mask shops and the semiconductor fabs to ensure that lithography yields are consistently high thus enabling cost-effective manufacturing.ResponsibilitiesKLA is seeking a motivated individual for an engineer position in world-class algorithm group within the reticle product division (RAPID).This individual will utilize his/her skills in Machine Learning and Artificial Intelligence to develop modeling algorithms to be integrated into KLA's state of the art inspection platforms.

  • Explore Convolution Neural Network applications for the development of novel database modeling
  • Collaborate with software and computer groups to craft and implement data management, model training and inference flow
  • Improve accuracy and computation efficiency through iterations of data analysis and algorithm customization.
  • Bring forward creative ideas, develop production code and provide support as needed.
  • This candidate shall work tightly with the Milpitas and Ann Arbor project teams.

    Qualifications
    • Ph.D. in Applied Math, EE, Computer Science or related field
    • Knowledge of various Deep Learning and can bridge with conventional computer vision and image processing techniques.
    • Experienced required in any two of the following: Traditional Image Processing, Deep Learning, and Optical Modeling
    • Significant experiences in C++ production software development, is a plus
    • Understanding of Deep Learning techniques for imaging application
    • Familiarity with Data analysis and visualization tools, is a plus
    • Linear and non-linear optimizations, is a plus
    • Algorithm development with C++ & Python in Linux environment, is a plus
    • Capability to formulate creative solutions through analyzing sophisticated data
    • Good oral and written communications skills to interact with other development and applications engineers daily

      Minimum Qualifications

      Doctorate level degree with 0 work experience OR Master's level degree with 3+ years of work experience OR Bachelor's level degree with 5+ years of work experience

      We offer a competitive, family friendly total rewards package. We design our programs to reflect our commitment to an inclusive environment, while ensuring we provide benefits that meet the diverse needs of our employees.

      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. We will ensure that qualified individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment. Please contact us at to request accommodation.

Keywords: KLA, Ann Arbor , Algorithms Engineer (Traditional Image Processing - Optical Modeling -, Engineering , Ann Arbor, Michigan

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