Algorithm Engineering Intern (Image Processing)

KLA • Ann Arbor, MI

5d • $40 - $50

About The Position

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

Requirements

• Master's OR 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
• Great teammate with excellent written and verbal communication skills.

Nice To Haves

• 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
• The ideal candidate will have a strong understanding of and hands-on experience with image processing, computer vision, and related topics in deep learning.

Responsibilities

• 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

Benefits

• 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, 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 and programs, financial planning benefits, wellness benefits including an employee assistance program (EAP), paid time off and paid company holidays, and family care and bonding leave.
• Interns are eligible for some of the benefits listed.

What This Job Offers

• Career Level: Intern