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Data-expert
3 maanden geleden
Data science at ASML is a broad and demanding domain which is positioned on the crossroads of the functional knowledge of our scanners and the data-driven capabilities on our Data and Digital Platform.
A data scientist at ASML is often focused on translating the business problem to a data science problem, and developing fit-for-purpose models and solutions to drive value out of data together with functional experts.
Therefore, proven affinity to technical domains like Lithography and preferably working knowledge of at least one relevant functional area at ASML is a prerequisite for being successful in the role of Data Scientist Predictive Maintenance.
Together with Machine Learning Engineers and Data Engineers you will support the implementation of data-driven models and solutions and nurture them towards production to support the operation of the most complex lithography machines in the world.
Role and Responsibilities As a Data Scientist you are responsible for:~ Independent and creative investigation, predictive maintenance modeling and development, remaining useful lifetime, Machine Learning, Signal & Image processing, state space modeling, pattern recognition, feature extraction, evaluation of models, algorithms and pipelines
~ Provide quality output with the Agile team
~ Competence development of data science
~ Apply and further develop methodologies and models, generate new and innovative solutions and help deploy solutions
~ Education and experience At least University Master's qualification in Data Science, Physics, Computer Science, Applied Statistics, Applied Mathematics or equivalent and proven Data Science competence applied in an industrial setting for at least 3 years.
3 years of experience in algorithm development experience and/or Statistical Machine Learning on structured and unstructured data, preferably in the high-tech sector, using state-of-the-art machine learning
~ Python/R, Python preferred)
~ Additional qualifications for Predictive Maintenance development team:
~ You will be working in a multi-disciplinary team of data scientists, functional experts, data engineers, machine learning engineers, physicists, computer scientists, and IT engineers to build, deploy and maintain scalable Machine Learning pipelines on various Big Data platforms. The team has been developing powerful predictive and diagnostic software tools that are aiming to uncover causal relationships between complex lithography equipment parameters and system performance. With regards to the current position, the team is engaging on predictive solutions for condition-based maintenance and equipment health monitoring.
Work in an open constructive environment with Multi-disciplinary team: Data scientists, data engineers and physicists
Design and Build Data Science-driven models to optimize some of the most complex machines known to mankind that drive the digitalization of the world
Within Development & Engineering, the DATA (Data infrastructure, diagnostics Tooling and Analytics) department delivers and advances state-of-the- art methods and techniques for the monitoring, diagnostics and structural improvement of the performance and quality of scanner components using scanner data.
The holder of this position reports to the manager of Predictive Maintenance & Diagnostics group.Business demands may require ASML to proceed with candidates who are immediately eligible to access controlled technology.
Applications will be accepted until Friday the 24th of May.
It is the policy of the company to recruit, hire, train and promote persons in all job titles without regard to race, color, religion, sex, age, national origin, veteran status, disability, sexual orientation, or gender identity.
Need to know more about applying for a job at ASML? Employment Type:FULL_TIME
Team:
Data and Analytics
