The PrimeVision eBeam inspection system integrates novel cold field emission (CFE) technology with state-of-the-art back-scattered electron (BSE) detection, providing a leap in imaging speed and sensitivity for every defect type.

The system accelerates process development and process debug in high volume manufacturing by using CFE with boosted current density to image large areas and quickly provide actionable results

- Get to know more about Applied's eBeam Inspection System

Korea expert of eBeam Inspection Algorithm development and support group for Algorithm matters

Algorithm Development

• Working cooperation with algorithm development group in PDC(Process Diagnostic & Control Business Unit) HQ
• 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 & visualization, Easy of Use, Time to Recipe
• 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(Concept and Feasibility) for CIP(Continuous Improvement Process) and preliminary research for new features in next generation algorithm 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 the 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

• Master’s degree and above in MSc in exact sciences (Computer Science/Applied Math/Physics/Electrical Eng.), PhD - advantage
• Strong theoretical foundation and >1year proven 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 skills in developing in Python
• Thorough understanding of probability and statistics
• Ability to work independently as well as part of a team
• Fluent English – verbal and text
• Team player with excellent communication and collaboration skills
• Travel – capable of 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 Semiconductor industry

Qualifications

Education:

Bachelor's Degree

Skills:

Algorithms, Computer Vision, Data Algorithms, Deep Learning, Deep Learning Algorithms, Image Processing, Machine Learning, Python (Programming Language), Python for Data Analysis, PyTorch, Tensorflow

Certifications:

Languages:

Years of Experience:

4 - 7 Years

Work Experience:

Additional Information

Time Type:

Full time

Employee Type:

Assignee / Regular

Travel:

Yes, 25% 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.