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    ASML - Statistical Learning, Algorithms and Physical Model Desig Job in Veldhoven, Netherlands

    ASML is one of the world’s leading manufacturers of chip-making equipment.

    Our vision is to enable affordable microelectronics that improve the quality of life.

    To achieve this, our mission is to invent, develop, manufacture and service advanced technology for high-tech lithography, metrology and software solutions for the semiconductor industry.

    ASML's guiding principle is continuing Moore's Law towards ever smaller, cheaper, more powerful and energy-efficient semiconductors. This results in increasingly powerful and capable electronics that enable the world to progress within a multitude of fields, including healthcare, technology, communications, energy, mobility, and entertainment.

    ASML - Statistical Learning, Algorithms and Physical Model Desig Job Description

    Within D&E Applications, the group YieldStar Algorithms and Physical Modeling covers the development of physical, optical and mathematical models and methods required to infer physical model parameters from optical scatterometry data. Relevant new metrics and algorithms, as well as new measurement functions, with optimum performance characteristics using the raw acquisitions are identified, designed and implemented.The group secures both the Scatterometry Modeling Competency and the Applied Mathematics Competency. 

    Job Description

    • Propose solutions for parameter inference, adaptive sampling, model selection, regression and physical models and calibrations, which enable and improve semiconductor metrology solutions beyond the optical resolution limit.
    • Communicate crystal clearly on the mathematical principles, algorithm solutions and physical models to stakeholders, without omitting the essentials.
    • Design and realize fully functional proof-of-concept subsystems on the edge of system specifications, costs and project planning, thereby contributing directly to products for B2B customers world-wide.
    • Review technical analyses from the team, and structure team contributions keeping the overview.
    • Consolidate technical-team identity in communication with other departments.
    • Interfacing with the Research and on-product applications groups, while developing the best metrology solutions and a well-founded vision on semiconductor metrology.
    • Contribute to technical product roadmaps and generate intellectual property protecting ASML products.
    • Working as a team with similar-minded people, benefitting from each other's specific competences.
    • Keywords: parameter inference, deep-learning, multi-dimensional output Gaussian processes, inverse problems, regularization, physical calibration, optimization, applied statistics, machine learning, pattern recognition and information theory.

    Context of the position
    Within ASML the sector Development & Engineering is responsible for the development, specification and design of new ASML products. The Business Line Applications provides integrated solutions with computational, metrology and control technology. These solutions extend and improve the performance of lithography products for the semiconductor industry.

    ASML - Statistical Learning, Algorithms and Physical Model Desig Job Requirements

     

    • D. in Electrical Engineering, Physics, Applied Mathematics, or Computer Science

    Experience

    Established experience in mathematical and physical modeling, (big) data analysis and algorithm design

    Personal skills
    • Experience with machine-learning techniques, parametric and non-parametric Bayesian methods
    • Sound understanding of the fundamentals such as linear algebra, probability theory
    • Experienced in machine-learning techniques to develop large scale, (numerically) stable solutions
    • Excellence in physical modeling and code development
    • Drive creative solutions -within the bigger picture- with the product and customer in mind
    • Ability to explain complex physical models and algorithms in a crisp way, without omitting the essentials
    • Decisive and self-initiating in an ambiguous environment
    • Ability to influence without power
    • Team worker
    • Pragmatic approach and pro-active attitude, with result focus and a ‘can do' spirit

    ASML - Statistical Learning, Algorithms and Physical Model Desig Application Information

    Please apply with your CV and cover letter by the 'apply' button below

    Remember - you found this opportunity on Qreer.com

    ASML - Statistical Learning, Algorithms and Physical Model Desig Summary

    Education Backgrounds: Mathematics
    Micro / Nano Technology
    Physics
    Specialties: Algorithms
    Control systems
    Mathematics
    Modeling
    Education Level: Postgraduate (Masters)
    Doctorate (PH.D)
    Experience: 0 - 2 years
    2 - 5 years
    5 - 10 Years
    Languages spoken: English
    Job Location: Veldhoven, Netherlands

    Apply

    ASML Netherlands BV

    Veldhoven, Netherlands
    Jacob Schut
    +31 40 268 3000
    View Company Profile More Jobs with

    Type: Job

    Deadline: 26th December 2016

    Job reference (ID): 11032

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