Manager Algorithm Engineering

Conteúdo do emprego

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.

Job Description Summary

This position is to manage highly skilled algorithms team in LS-SWIFT division in GPG product group of KLA. This team is responsible for advanced real-time image processing and computer vision algorithms and machine learning solutions that support wafer inspection products.

Job Description Responsibilities:

• Provide algorithm technical guidance to the team during product design and development, work with domain experts from other functional teams on special customer engagement projects.
• Working with product system engineering team to define the algorithm performance specification and use it to guide the algorithm design and implementation.
• Motivate and mentor team members to accomplish difficult Investigative tasks.
• Act as the algorithm representative during system level hardware/software integration.
• Analysing the signal and noise characteristics of current and emerging IC yield limiting defects, formulating algorithmic solutions, and validating them via simulation and prototyping.
• Participate in software quality assurance activities required by the software development process.

Qualifications:

• A proven innovative track record in the related fields of image processing and computer vision algorithm development, knowledge in machine learning.
• Solid theoretical background in signal/image processing and computer vision
• solid knowledge in machine learning, deep learning and statistical learning algorithms.
• Research and/or software development experience on Unix/Linux platform.
• Proficient in C/C++, solid MATLAB programming skills.
• Well-organized, strong follow-up abilities, demonstrated ability to thrive in a dynamic environment
• Have excellent communication, organizational, analytical, leadership, and interpersonal skill. • Ability to invent, develop and implement new algorithms and ideas
• Hands-on experience in object-oriented and functional programming • Hands-on experience with products such as Python/TensorFlow is a plus

Minimum Qualifications

• PhD in Computer Science, Electrical Engineering, Mathematics or Physics is desired.
• Master’s in computer science, Electrical engineering with 5 years of experience.