Job Information
KLATencor Corporation Algorithms Engineer Image Processing in Ann Arbor, Michigan
Company OverviewKLA 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 we invest 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.
Job Description/Preferred Qualifications Responsibilities:
KLA is seeking a motivated algorithm engineer to join our algorithm group in the AI & Modeling Center of Excellence in Ann Arbor, MI, USA. In this position, you will bring your academic background and industry experience to develop and integrate algorithms into KLA's innovative reticle inspection platforms. You will contribute technical expertise in a highly collaborative team to research, develop, and deliver production-grade algorithms involving Image Processing, Artificial Intelligence, Machine Learning, Deep Learning, and Computer Vision techniques.
In this role, you will: Contribute to novel image processing, defect detection and analysis, and optimization algorithms balancing sophistication and computational complexity through comprehensive data analysis Evaluate and productize deep learning and other novel approaches that complement and improve the performance of existing algorithms in the inspection space Collaborate with software and computer groups to design and implement data management, model training and inference flows Bring forward creative ideas, develop proof-of-concepts, integrate algorithms into production code, and work with other team members in Ann Arbor and in global project teams
Qualifications PhD Level Degree with foundation in signal/image processing Academic or work experience required in any of the following areas: Image Processing, Detection, Image-Based Metrology, Computational Imaging, Computer Vision Practical experience with Deep Learning, Machine Learning, or Artificial Intelligence, for images, is preferred Experience prototyping Algorithms using MATLAB or Python, and implementing algorithms using full-stack experience with object-oriented programming (OOP/OOD) in C++ under Linux is preferred Familiarity with any of the following is a plus: Linear and Nonlinear Optimization techniques, CUDA/GPU Programming frameworks (e.g., TensorFlow), and Data Analysis and Visualization tools Great teammate with excellent written and verbal communication skills.
What will differentiate you:
The ideal candidate will have a strong understanding of and hands-on experience with image processing, computer vision, and related topics in deep learning.
Hybrid Work:
This position allows flexibility and may require at least 2-3 days in a week at office.
Minimum Qualifications PhD Level Degree in Computer Science, Computer Engineering, Electrical Engineer, Mechanical Engineer, Applied Math, or Physics or related field preferred.
Base Pay Range: $100,000.00 - $170,000.00 Annually
Primary Location: USA-MI-Ann Arbor-KLA
KLA's total rewards package for employees may also include participation in performance incentive programs and eligibility for additional benefits including but not limited to: medical, dental, vi
