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Applied Materials

eBeam (SEMVision) Algorithm Developer for R&D Extension Korea

Machine Learning R Python Deep Learning
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Description

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

Qualifications

Education:

Master's Degree

Skills:

Certifications:

Languages:

Years of Experience:

4 - 7 Years

Work Experience:

Additional Information

Time Type:

Full time

Employee Type:

Assignee / Regular

Travel:

Yes, 20% of the Time

Relocation Eligible:

No

Applied Materials is an Equal Opportunity Employer committed to diversity in the workplace. All qualified applicants will receive consideration for employment without regard to race, color, national origin, citizenship, ancestry, religion, creed, sex, sexual orientation, gender identity, age, disability, veteran or military status, or any other basis prohibited by law. 

Applied Materials
Applied Materials
Electronics Manufacturing Semiconductor Software

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