Local expert of Inspection Algorithm development and support group for Algorithm matters at customer site

Working cooperation with algorithm development group in India and IsraelAlgorithm integration in large systems considering HW and SW aspectsEngage in customer facing activities to aid algorithms' proliferation at customer sitesDevelop 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 milestonesMulti-disciplinary environment: close work with the applications, system, physics, software, and qualification groups to understand the customers’ requirements and system constraintsParticipating in communication chain with customer to clear understand VoC and challenges from a technical perspective to develop in the right directionPerforming 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 siteProviding the solution on algo issues – Diagnostics(R/C) and troubleshootingGuiding new implemented algo feature and providing training for account AppsAlgo bug fixing – Support for worldwide reported bug fixing as a member of algo developerCommunicate issues and feedback to PDC Algo group and get inputs for troubleshooting at customer siteDemonstrate excellent communication skills to improve customer satisfaction

Requirements:

Bachelor/Master/Doctor degree in exact sciences (Physics /Applied Math / Computer Science / Electrical Eng., etc.)2+ ~ 15 years of experience in related fieldsStrong theoretical foundation and hands-on experience as Algorithm developerTheoretical 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 algorithmsAbility to work independently as well as part of a teamFluent English – verbal and textTeam player with excellent communication and collaboration skillsTravel – 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 simulationsExperience/knowledge in unsupervised learning, and anomaly detectionDeep Learning (Pytorch/TensorFlow frameworks)Understanding of imaging systems and physicsExperience in multidisciplinary and matrix organizationExperienced in semiconductors industry

Qualifications

Education:

Bachelor's Degree

Skills:

Certifications:

Languages:

Years of Experience:

Up to 1 Year

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.