AI Support Engineer

Updated 1 day ago

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

The ICOS Vision Systems division focuses on the backend of the line semiconductor industry providing fully automated tools to inspect and sort, finished integrated circuit packages. For more than 15 years, ICOS has been a market leader with tray-to-tray and tray-to-tape inspection and sorting tools found in the production facilities of all major chipmakers in the world. Our market-leading technology and superior customer service requires strong talent in optics, machine control, algorithms and applications within our engineering teams. The ICOS division headquarters are in Leuven, Belgium with additional engineering and manufacturing operations in Hong Kong and Shenzhen, China.

Job description

  • Within the team your role as an AI support engineer will be to support making models at our customers based on our integrated Deep Learning tool chain. This support includes setting up the toolchain, analyzing the use cases and labeling the data together with the customer.
  • You will be supported by deep learning specialists in Belgium to assess the use case and best suitable Machine learning networks to use.
  • Having a good understanding of the process and all aspects of deep learning will be needed to support our customers in deploying and maintaining good ML models.
  • We are looking for an AI engineer with a minimum of 2 to 3 years’ experience.

Responsibilities

Taking ownership of machine learning projects related to customer problems at the customer sites. Around 75% of your time you will be at customers to setup new use cases, start the labeling procedure and build the first models.

The remainder of the time you will be building models and do experiments for the use cases while support our field engineers and APPS division with the whole process flow of working with deep learning models and ML based algorithm in production environments. Ranging from BKM for labelling, training models, running and deployment a DL models up to monitoring results.

Requirements

Qualifications

  • Minimum an MS degree in engineering, Computer Science, background on Applied research and data science.
  • Having 2-3 years of practical experience in the creation and deployment of deep learning models and machine learning algorithm using frameworks like Tensorflow, Keras or others.
  • A good understanding of statistics and mathematics.
  • Challenged and eager to learn more about the DL/ML and always looking for new evolutions and trends in the AI domain !
  • Strong communication, analytical, and problem solving skills.
  • Proficient in English.

Minimum Qualifications

Master's Level Degree or work experience of 2 years , Bachelor's Level Degree or work experience of 3 years

1
2 years of experience required
65K ~ 100K TWD / month
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About us

KLA為全球半導體製程控制及設備的市場領導者。我們具有領先市場的設備與技術開發的創新能力,提供先進製程控制的解決方案,包括晶圓、光罩製造、集成電路、封裝、印刷電路板和平板顯示器等工業技術領域。 

KLA的成功獲得了國際的認證: 

  • 2022《財星雜誌》全球最受推崇企業 (Fortune Magazine: World's Most Admired Companies)
  • 2022《財星雜誌》全美五百強企業 (Fortune Magazine: Top 500 Companies) 
  • 2020 英特爾首選品質供應商獎 (Intel's 2020 Supplier Achievement Award) 
  • 培訓雜誌企業名人堂 (Training Magazine: Hall of Fame)

Team

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