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 (http://www.appliedmaterials.com/us/en/semiconductor/products/semiconductor-products/primevision-10-ebeam-inspection.html) 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.