1. Local expert of eBeam(Defect Review SEM) Algorithm development and support group for Algorithm matters at customer site

2. Algorithm Development

• Working cooperation with algorithm development group in PDC (Process Diagnostic Control) Applied Materials Israel & Applied Materials India team

• 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 Deep Learning, Machine Learning, and Computer Vision, etc.

• Extending tool performance with the customer oriented algorithm development for improving data reliability & measurement success, EoU, TTR, etc.

• Provide software specifications and production code on time to meet project milestones

• Close work with the applications, system, physics, software, and qualification groups in order 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
   

3. 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:

1. Master’s degree and above in MSc in exact sciences (Computer Science/Applied Math/Physics/Electrical Eng.) from a known University, PhD - advantage
2. Strong theoretical foundation and >3year proven hands-on experience as Algorithm developer
3. Theoretical and hands-on experience in Deep Learning - Must
4. Strong skills in developing in Python - Must
5. Thorough understanding of probability and statistics
6. Ability to work independently as well as part of a team
7. Fluent English – verbal and text
8. Team player with excellent communication and collaboration skills
9. Travel – capable for initial 1-2 months travel and later willingness to travel up to 30%
10. Advantage:

a. Theoretical and hands-on experience in detection, segmentation, image enhancement and simulations

b. Theoretical and hands-on experience in Machine Learning and Computer Vision
  c. Understanding of imaging systems and physics

d. Experience in multidisciplinary and matrix organization

e. Experienced in semiconductors industry