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Head of Algorithms (Computer Vision, ML/DL)

Company: Kla-tencor
Location: Milpitas
Posted on: June 2, 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

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 LS-SWIFT Division of KLA's Global Products Group provides patterned wafer inspection systems for high-volume semiconductor manufacturing. Its mission is to deliver market-leading cost of ownership in defect detection for a broad range of applications in the production of semiconductors. Customers from the foundry, logic, memory, automotive, MEMS, advanced packaging and other markets rely upon high-sample wafer inspection information generated by LS-SWIFT products. LS (Laser Scanning) systems enable cost-effective patterned wafer defect detection for the industry's most sophisticated process technologies deployed in leading-edge foundry, logic, DRAM, and NAND fabs. SWIFT (Simultaneous Wafer Inspection at Fast Throughput) systems deliver all-wafer-surface (frontside, backside, and edge) macro inspection that is critical for automotive IC, MEMS, and advanced packaging processes as well as foundry/logic and memory fabs. LS-SWIFT operates from a global footprint that includes the US, Singapore, India and Germany, and serves a worldwide customer base across Asia, Europe and North America.

As the head of the Algorithms group, you will build and lead a highly innovative team to help our wafer inspection products achieve next level of performance through AI, Computer Vision and Machine Learning.

You will bring your proven experience leading a team of engineers to design and deploy large-scale production Deep Learning/Machine Learning/computer vision systems with sophisticated software architectures for real time applications.

* Transform customer and business requirements into scalable and complete technical solutions backed by deep analysis and understanding * Embrace and implement modern technologies and frameworks. Utilize expertise in software architectures and tech stack is a plus * Acquire, retain, and grow an expert team comprised of both individual contributors and leaders and help them thrive individually and as a team * Communicate effectively on technical, business, and executive levels

Qualifications:

* Our ideal candidate is hands-on, passionate about and has experience with building computer vision and ML/DL algorithms, and has a strong understanding of high-speed computing concepts. * B.S/M.S. in computer science or related field required * Ph.D. in Computer Vision/ Machine Learning or equivalent work experience preferred * 7+ years of experience in shipping Computer Vision/Deep Learning products from design to execution to deployment * 5+ years of hands-on commercial software development in C/C++ or Python * Experience in lifecycle product development from inception through delivery with short release cycles * Experience in High Performance Computing, throughput and compute cost optimization preferred * Optional Skills * Experience with CNN training and deep learning frameworks such as Tensorflow and Keras * Software Architectures and tech stack for real time processing. * Semiconductor Industry Background * Inspection and/or Metrology background

Minimum Qualifications

MS with 7 years experience or Ph.D. with 5 years 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 talent.acquisition@kla.com to request accommodation.

Keywords: Kla-tencor, Milpitas , Head of Algorithms (Computer Vision, ML/DL), Other , Milpitas, California

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