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Key Responsibilities
Lead full product PRD.
Identify marketing roadmap and future customer needs in order to provide correct product roadmap.
Identify need -Analysis, Develop and Transfer new application capabilities in the system envelope from product division to customer application support team.
Technically leads difficult, complex problem-solving solutions.
Defines customer technical requirements, through deep analysis and clear understanding of the product roadmap.
Key member in red team.
Generate patents.
Define new methodologies in order to optimized system performance for specific application.
Lead customer technical review meetings.
This technical staff position leads and/or develops and executes exceptionally complex technology and engineering projects and leads research and development of new technologies as appropriate.
Works on critical complex issues that impact longer term product development and business success measured by one or more of the following: incremental revenue growth, market share increases, key customer penetrations, time to market improvement and commercial value of the work.
Develop innovative solutions as part of proven track record of significant technology contributions.
Leads and collaborates to contribute to the development of new principles and concepts.
Guides less experienced engineers in utilizing techniques to define methods and new technologies and apply them on unusually complex systems.
Involved in judging the approach and verifying the validity of technical strategies.
Functional Knowledge
Regarded as the technical expert in detection flow in 2-3 particular field including broad view of customer needs and roadmap.
Demonstrates in-depth and/or breadth of expertise in own discipline and broad knowledge of other disciplines within the function.
Business Expertise
Anticipates business and regulatory issues; recommends product, process or service improvements.
Leadership
Leads projects with notable risk and complexity; develops the strategy for project execution.
Problem Solving
Solves unique and complex problems with broad impact on the business; requires conceptual and innovative thinking to develop solutions.
Impact
Impacts the direction of product roadmap by in depth understanding of customer roadmap and product limitations.
Interpersonal Skills
Communicates complex ideas, anticipates potential objections and persuades others, often at senior levels, to adopt a different point of view.
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What We Offer
Icheon-Godam,KOR, Icheon-Gwango,KORSupporting Explanation: On-site System Support
b. Supporting Explanation: R&D and Tool performance improvement
Requirements:
These jobs might be a good fit

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What We Offer
Supporting Explanation: On-site System Support
b. Supporting Explanation: R&D and Tool performance improvement
Requirements:
These jobs might be a good fit

Share
1. Korea expert ofMetrology eBeam(SEM)
2. Algorithm Development
Working cooperation with algorithm development group in PDC & AMIND
Algorithm integration in large systems considering HW and SW aspects
Engage in customer facing activities to aid algorithms' proliferation at customer sites
Extending tool performance with the customer oriented algorithm development for improving data reliability & measurement success, 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
Develop state of the art algorithms in the fields of Computer Vision, Machine Learning and Deep Learning, etc.
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 measurement error, data reliability, correlation, and matching issues, etc. at customer site
Providing the solution on Algorithm issues – Diagnostics(R/C) and troubleshooting
Guiding new implemented Algorithm feature and providing training for account Apps
Algorithm bug fixing – Support for worldwide reported bug fixing as a member of Algorithm developer
Communicate issues and feedback to Metrology/Inspection Algorithm group and get inputs for troubleshooting at customer site
Demonstrate excellent communication skills to improve customer satisfaction
Requirements:
Bachelor's degree, Master’s degree and above
Strong theoretical foundation and >3year proven hands-on experience in Computer Vision and Image Processing algorithms
Thorough understanding of probability and statistics
Strong skills in developing in MATLAB and Python
Ability to work independently as well as part of a team
Fluent English – verbal and text
Team player withexcellent communicationand collaboration skills
Travel – capable for initial 1-2 months travel and later willingness to travel up to 30%
Preferred:
Theoretical and hands-on experience in detection, segmentation, image enhancement and simulations
Theoretical and hands-on experience in Machine Learning
Theoretical and hands-on experience in Deep Learning
Understanding of imaging systems and physics
Development experience in Java and C/C++
Experience in multidisciplinary and matrix organization
Experienced with semiconductors organizations
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Key Responsibilities:
Other Requirements:This is a physically demanding position that often requires extensive walking, standing for extended periods of time, working in tight spaces, bending, squatting, twisting, kneeling, reaching, climbing stairs and ladders, lifting up to 35 lbs., the ability to distinguish between colors, the ability to work in an environment with noise that may be difficult for some individuals with sensitivity to noise, and the use of hand and powertools. Additionally,because this position generally involves working in a clean room, it requires the use of appropriate Personal Protective Equipment such as coveralls, hoods, booties, safety glasses, gloves, respirators, chemical aprons, and face shields.
Functional Knowledge:
Business Expertise:
Leadership:
Problem Solving:
Impact:
Interpersonal Skills:
These jobs might be a good fit

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1. Local expert ofeBeam(Defect Review SEM)
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/AppliedEng.) from a known University, PhD - advantage
2. Strong theoretical foundation and >3year proven hands-on experience asAlgorithm 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 withand 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
These jobs might be a good fit

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Job description:
Qualifications and Skills
These jobs might be a good fit

Share
Key Responsibilities
Lead full product PRD.
Identify marketing roadmap and future customer needs in order to provide correct product roadmap.
Identify need -Analysis, Develop and Transfer new application capabilities in the system envelope from product division to customer application support team.
Technically leads difficult, complex problem-solving solutions.
Defines customer technical requirements, through deep analysis and clear understanding of the product roadmap.
Key member in red team.
Generate patents.
Define new methodologies in order to optimized system performance for specific application.
Lead customer technical review meetings.
This technical staff position leads and/or develops and executes exceptionally complex technology and engineering projects and leads research and development of new technologies as appropriate.
Works on critical complex issues that impact longer term product development and business success measured by one or more of the following: incremental revenue growth, market share increases, key customer penetrations, time to market improvement and commercial value of the work.
Develop innovative solutions as part of proven track record of significant technology contributions.
Leads and collaborates to contribute to the development of new principles and concepts.
Guides less experienced engineers in utilizing techniques to define methods and new technologies and apply them on unusually complex systems.
Involved in judging the approach and verifying the validity of technical strategies.
Functional Knowledge
Regarded as the technical expert in detection flow in 2-3 particular field including broad view of customer needs and roadmap.
Demonstrates in-depth and/or breadth of expertise in own discipline and broad knowledge of other disciplines within the function.
Business Expertise
Anticipates business and regulatory issues; recommends product, process or service improvements.
Leadership
Leads projects with notable risk and complexity; develops the strategy for project execution.
Problem Solving
Solves unique and complex problems with broad impact on the business; requires conceptual and innovative thinking to develop solutions.
Impact
Impacts the direction of product roadmap by in depth understanding of customer roadmap and product limitations.
Interpersonal Skills
Communicates complex ideas, anticipates potential objections and persuades others, often at senior levels, to adopt a different point of view.
These jobs might be a good fit