Algorithm Engineer (Deep Learning/C++)(E)

KLA-posted 3 months ago
$110,900 - $188,500/Yr
Ann Arbor, MI
5,001-10,000 employees
Computer and Electronic Product Manufacturing
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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 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.

  • 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 global project teams.
  • Doctorate (Academic) Degree and related work experience of 3 years; Master's Level Degree and related work experience of 6 years; Bachelor's Level Degree and related work experience of 8 years.
  • Academic background required in any one of the following areas: Image Processing, Computational Imaging, Computer Vision.
  • Practical experience with Deep Learning, Machine Learning, or Artificial Intelligence, for images, is preferred.
  • Capable of prototyping Algorithms using MATLAB or Python, and implementing algorithms in C++ software under Linux is preferred.
  • Familiarity with Linear and Nonlinear Optimization techniques.
  • Familiarity with CUDA/GPU Programming frameworks (e.g., TensorFlow).
  • Familiarity with Data Analysis and Visualization tools.
  • 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.
  • Family care and bonding leave.
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