Applied Materials Inspection Algorithm Developer R&D Extension Korea 

Luxembourg 

237955811

Local expert ofInspection Algorithm

• Working cooperation with algorithm development group in India and Israel
• Algorithm integration in large systems considering HW and SW aspects
• Engage in customer facing activities to aid algorithms' proliferation at customer sites
• Develop state of the art algorithms in the fields of Image Processing, Computer Vision, Machine Learning, and Deep Learning.
• Extending tool performance with the customer-oriented algorithm development for improving defect sensitivity and visualization, e.g., EoU, and TTR.
• Provide software specifications and production code on time to meet project milestones
• Multi-disciplinary environment: close work with the applications, system, physics, software, and qualification groups to understand the customers’ requirements and system constraints
• Participating in communication chain with customer to clear understand VoC and challenges from a technical perspective to develop in the right direction
• Performing C&F for CIP and preliminary research for new feature in next generation Algo development, and beta testing in customer site

Algorithm Support at customer site

• Application support for algorithm-induced challenges, such as defect detection error, matching & correlation issues in a fleet of tools, etc. at customer site
• Providing the solution on algo issues – Diagnostics(R/C) and troubleshooting
• Guiding new implemented algo feature and providing training for account Apps
• Algo bug fixing – Support for worldwide reported bug fixing as a member of algo developer
• Communicate issues and feedback to PDC Algo group and get inputs for troubleshooting at customer site
• Demonstrate excellent communication skills to improve customer satisfaction

Requirements:

• Bachelor/Master/Doctordegree in exact sciences (Physics /Applied Math / Computer Science / Electrical Eng., etc.)
• 2+ ~ 15years of experience in related fields
• Strong theoretical foundation and hands-on experience as Algorithm developer
• Theoretical and hands-on experience in Image Processing, Computer Vision, and classical Machine Learning(un/semi/supervised).Deep Learning – advantage.
• Strong fundamentals & practical experience in Python programming & deep learning frameworks such as PyTorch.
• Solid Mathematical foundation and understanding of probability, statistical analysis, image processing and machine learning principles.
• Proficiency in image processing techniques and libraries (Ex; Numpy, OpenCV, Scikit, pandas etc.).
• Familiarity with optimization techniques for memory and throughput in deep learning algorithms
• Ability to work independently as well as part of a team
• Fluent English – verbal and text
• Team player withexcellent communicationand collaboration skills
• Travel – capable for initial 1-2 months travel and later willingness to travel up to 30%
• Advantage:
  • Theoretical and hands-on experience in detection, segmentation, image enhancement and simulations
  • Experience/knowledge in unsupervised learning, and anomaly detection
  • Deep Learning (Pytorch/TensorFlow frameworks)
  • Understanding of imaging systems and physics
  • Experience in multidisciplinary and matrix organization
  • Experienced in semiconductors industry

Bachelor's Degree

Up to 1 Year

Full time

Assignee / Regular