דרושים Ebeam Semvision Algorithm Developer R&d Extension Korea ב-Applied Materials ב-Luxembourg

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.

What We Offer

• Conducting initial analysis and PDC sharing for technical issues related with Provision System (mainly focusing on deep technical participation), including unknown, severe, orsystem-immaturity-relatedissues and problems. Lead or participate in follow-up actions to improve or develop solutions addressing root causes.
• Provision (Emerging Market SEM) is main focusing the Massive Image Acquisition and Metrology – especially, HS inspection, CD uniformity and On-Cell Overlay.
• Basically, provide technical support for installed equipment and contribute to functional improvements and developments. Workload ratio between support and development is flexibly adjusted, with 50:50 as the baseline.

Supporting Explanation: On-site System Support

• Owning technical leadership for system support and providing solutions for complex task force activities such as defect visualization, CD & OVL tool to tool matching, precision, data reliability, and TPT (throughput), etc.
• Participate in account project & TF and supporting tool evaluation for new technologies and new features in customer site as co-working with local Accounts.
• Perform fault isolation tests, to assist in problem resolution and customer situation management. Clear problem statement and data collection for issues that can’t be solved on site.
• Assist in the communication and collaboration with the customer regarding tool performance issues, and their resolution path. Resolve issue and provide the proper report to the customer: Primarily responsible for technical issue handling, withminimal direct customer interaction
• Develop a collaborative relationship with the customer and identify the high value problems that need PDC (Metrology and Inspection R&D Center)’s attention. Customer facing focal for technical system issues, giving presentations, and collaborating with the customer.

b. Supporting Explanation: R&D and Tool performance improvement

• Participate in developing new capabilities and optimizing them for specific customer needs.
• To provide solutions for customer challenges and chronic issues, such as TTTM (tool-to-tool matching) and tool stability issues, contributing to prepare tool management SOP (Standard Operation Procedure) with eBeam system group through investigating root cause and C&F, and participating in CIP and technical roadmap for next generation.
• Providing the optimal condition of system parameters under PDC system and physics guidance to bring tool best performance with high level of tool diagnosis and verification capability to satisfy customer required specification, such as pattern imaging, TPT, data precision & reliability, etc.
• Collaboration with PDC technology and system teams as taking on individual tasks with extensive on-tool experiments on relevant customer wafers as a part of R&D development to optimize the performance of the current platform, as well as develop the next generation platform.
• Performing tasks as part of the PDC team meaning on PDC tool with collaboration of the multiple disciplines – application, algo, physics, electronics, etc.
• Direct link between the R&D to the field / customer for any Data / Solution transfer and dialogue. May lead on site data collection and analysis to observe the option of future developments.

Requirements:

• M.Sc. and above in EE, Physics, or ME
  Preferred: >3 year proven hands-on experience in System development / Semiconductor Engineering / SEM Engineering.
• Independent, can work in an open environment and efficiently manage his own work. Highly motivated and determined.
• Strive for excellence. Setting and pursing high bar goals.
• High analytical skills. Ability to research, analyze and understand complex system problem.
• Interpersonal capabilities – ability to work in a multidisciplinary team and lead without authority as showing excellent communication and collaboration skills.
• Fluent communication in English on both verbal and text
• Travel – capable for initial 1-2 months travel and later willingness for frequent visits in PDC headquarter (1-2 times/year)
• Advantages:
  1. Prior work experience in advanced eBeam systems (Metrology, Inspection, and Defect Review, etc.)
  2. Wide knowledge of semiconductors process
  3. Experienced with semiconductors organizations.
  4. Capability & programing experience with MATLAB, Python, etc.

What We Offer

• Conducting initial analysis and PDC sharing for technical issues related with Provision System (mainly focusing on deep technical participation), including unknown, severe, orsystem-immaturity-relatedissues and problems. Lead or participate in follow-up actions to improve or develop solutions addressing root causes.
• Provision (Emerging Market SEM) is main focusing the Massive Image Acquisition and Metrology – especially, HS inspection, CD uniformity and On-Cell Overlay.
• Basically, provide technical support for installed equipment and contribute to functional improvements and developments. Workload ratio between support and development is flexibly adjusted, with 50:50 as the baseline.

Supporting Explanation: On-site System Support

• Owning technical leadership for system support and providing solutions for complex task force activities such as defect visualization, CD & OVL tool to tool matching, precision, data reliability, and TPT (throughput), etc.
• Participate in account project & TF and supporting tool evaluation for new technologies and new features in customer site as co-working with local Accounts.
• Perform fault isolation tests, to assist in problem resolution and customer situation management. Clear problem statement and data collection for issues that can’t be solved on site.
• Assist in the communication and collaboration with the customer regarding tool performance issues, and their resolution path. Resolve issue and provide the proper report to the customer: Primarily responsible for technical issue handling, withminimal direct customer interaction
• Develop a collaborative relationship with the customer and identify the high value problems that need PDC (Metrology and Inspection R&D Center)’s attention. Customer facing focal for technical system issues, giving presentations, and collaborating with the customer.

b. Supporting Explanation: R&D and Tool performance improvement

• Participate in developing new capabilities and optimizing them for specific customer needs.
• To provide solutions for customer challenges and chronic issues, such as TTTM (tool-to-tool matching) and tool stability issues, contributing to prepare tool management SOP (Standard Operation Procedure) with eBeam system group through investigating root cause and C&F, and participating in CIP and technical roadmap for next generation.
• Providing the optimal condition of system parameters under PDC system and physics guidance to bring tool best performance with high level of tool diagnosis and verification capability to satisfy customer required specification, such as pattern imaging, TPT, data precision & reliability, etc.
• Collaboration with PDC technology and system teams as taking on individual tasks with extensive on-tool experiments on relevant customer wafers as a part of R&D development to optimize the performance of the current platform, as well as develop the next generation platform.
• Performing tasks as part of the PDC team meaning on PDC tool with collaboration of the multiple disciplines – application, algo, physics, electronics, etc.
• Direct link between the R&D to the field / customer for any Data / Solution transfer and dialogue. May lead on site data collection and analysis to observe the option of future developments.

Requirements:

• M.Sc. and above in EE, Physics, or ME
  Preferred: >3 year proven hands-on experience in System development / Semiconductor Engineering / SEM Engineering.
• Independent, can work in an open environment and efficiently manage his own work. Highly motivated and determined.
• Strive for excellence. Setting and pursing high bar goals.
• High analytical skills. Ability to research, analyze and understand complex system problem.
• Interpersonal capabilities – ability to work in a multidisciplinary team and lead without authority as showing excellent communication and collaboration skills.
• Fluent communication in English on both verbal and text
• Travel – capable for initial 1-2 months travel and later willingness for frequent visits in PDC headquarter (1-2 times/year)
• Advantages:
  1. Prior work experience in advanced eBeam systems (Metrology, Inspection, and Defect Review, etc.)
  2. Wide knowledge of semiconductors process
  3. Experienced with semiconductors organizations.
  4. Capability & programing experience with MATLAB, Python, etc.

Job description:

• Local expert of Electron Beam(eBeam) imaging technology and support for imaging challenges at customer sites
• Research of eBeam interaction with complex matter structures as an expert of electron optics (extensive simulation, deep analytical modeling, and complex experimental validation).
• Involved in customer project and focused on the most complicated imaging challenges at hand and long term investigations
• Technological support for complex customer demonstrations and evaluation activities.
• Be a part of physics team that leads the technological roadmap definition and developing Applied’s eBeam metrology and inspection tools.
• Close collaboration and team-work with the other technological disciplines, such as System, algo, SW, and Account Application & HW teams
• Performs e-Beam imaging simulation for layers from advanced semiconductor tech nodes
• Recommends optimal working point for our platforms based on thorough understanding of complex defect imaging and metrology requirements in chip fabrication process steps
• Proposes ideas towards strengthening our leadership position in e-Beam technology
• Responsible for improving and developing new features for simulation software utility

Qualifications and Skills

• PhD (Preferred)/ Masters in Physics/ Materials Eng / Electronics
• Experience - from fresh graduates OR entry-level to professional with ~10 years of experience
• High analytical skills. Ability to research, analyze and understand complex physics problem (physical and mathematical aspects). Ability to do deep analytical work independently.
• Sound fundamentals in Science- generating idea, designing and performing simulation & experiment, investigating results and closing the loop with actionable insights
• Detail oriented with strong analytical and problem-solving skills
• Ability to lead complex technical projects both with internal stakeholders and customer
• Interpersonal capabilities – ability to work in a multidisciplinary team and lead without authority as showing excellent communication and collaboration skills
• Fluent communication in English on both verbal and text
• Travel – capable for travel up to 30% in 1st year, and later willingness to 1~2 months travel per year
• Advantages
  - Experimental Physicist
  - Prior work experience in advanced eBeam microscopy (Metrology, Inspection, and Defect Review, etc.)
  - Wide knowledge of semiconductors physics

Local expert ofInspection Algorithm

• Working cooperation with algorithm development group in India and Israel
• 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 and visualization, e.g., EoU, and TTR.
• 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 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 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:

• Bachelor/Master/Doctordegree in exact sciences (Physics /Applied Math / Computer Science / Electrical Eng., etc.)
• 2+ ~ 15years of experience in related fields
• Strong theoretical foundation and 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 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 algorithms
• 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%
• 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 semiconductors industry