Data Scientist Predictive Maintenance

1 week geleden

Veldhoven, Nederland ASML Voltijd

**Introduction to the job**:
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
- Work closely with domain experts to incorporate prior knowledge, find and validate relations between variables and to interpret predictive models
- Ensure documentation and knowledge sharing at various levels in the organization
- Provide quality output with the Agile team
- Competence development of data science
- Share your knowledge and insights with colleagues from different disciplines
- Leverage your professional network to accelerate knowledge and skills build-up

**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.

**Skills**:

- Proven track record with >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
- Advanced skills and knowledge in Statistical Modeling and Predictive Modeling, Deep Learning, excellent coding skills using state-of-the-art machine learning libraries (e.g. Python/R, Python preferred)
- Hands-on proficiency in frameworks such as Pandas, Scikit-Learn, PyMC, Tensorflow/PyTorch
- Proven affinity to technical domains like Lithography and preferably working knowledge of at least one relevant functional area at ASML like overlay or scanner sub-functions
- Hands-on experience with large-scale computing and machine learning model deployment in production (MLOps) is a plus

Experience or affinity with signal and image processing is needed; in addition, we highly value experience with finding causality in signals, capturing uncertainty in models, Bayesian modeling, optimization problems and diagnostics methodologies

**Additional qualifications for Predictive Maintenance development team**:

- Proven track record in designing, experimenting and building accurate and fit-for-purpose Statistical Machine Learning models
- Ability to create fast prototypes - experiment and iterate towards ideal solution in an Agile/ CRISP-DM manner
- Well versed with the latest GCP offerings like Vertex AI, BigQuery, dataproc, Pub/Sub, DataProc (+++) and experience with Feature Store

**Job Environment**

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.

**We provide**:

- 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

**Context of the position**

Within ASML, the sector Development & Engineering is responsible for the development, specification and design of new ASML products.

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 t

  • Expert data

    4 weken geleden

    Veldhoven, Nederland ASML Voltijd

    As we enter a new era of technology, everything and everyone will be more connected, and the lines between the physical and digital worlds will become less distinct. Rapid advancements in generative AI, self-driving cars, and artificial intelligence are driving an increased demand for advanced chips. At ASML, we are at the forefront of these changes with our...

  • Expert data

    4 weken geleden

    Veldhoven, Noord-Brabant, Nederland ASML Voltijd

    As we enter a new era of technology, everything and everyone will be more connected, and the lines between the physical and digital worlds will become less distinct. Rapid advancements in generative AI, self-driving cars, and artificial intelligence are driving an increased demand for advanced chips. At ASML, we are at the forefront of these changes with our...

  • SAP Specialist

    2 weken geleden

    Veldhoven, Noord-Brabant, Nederland Airswift Voltijd

    SAP Analytics Cloud (SAC) Developer – Corporate AnalyticsWe are currently seeking an experienced SAP Analytics Cloud (SAC) Developer to join our client's Big Data Analytics (BDA) department within the Corporate Analytics stream.Contract Details:Location: Veldhoven, Netherlands (onsite 2-3 times per week)Duration: April 2025 – December 2025Workload:...

  • SAP Specialist

    2 weken geleden

    Veldhoven, Noord-Brabant, Nederland Airswift Voltijd

    SAP Analytics Cloud (SAC) Developer – Corporate Analytics We are currently seeking an experienced SAP Analytics Cloud (SAC) Developer to join our client's Big Data Analytics (BDA) department within the Corporate Analytics stream. Contract Details: Location: Veldhoven, Netherlands (onsite 2-3 times per week) Duration: April 2025 – December 2025...

  • Financial Planning Specialist

    3 dagen geleden

    Veldhoven, Noord-Brabant, Nederland Airswift Voltijd

    Job OverviewWe are seeking an experienced SAP Analytics Cloud (SAC) developer to join our Big Data Analytics department within the Corporate Analytics stream.Role DescriptionDesign, build, and maintain SAC dimensions and models to meet financial planning requirements.Configure and use planning features for data input, distribution, simulation, and currency...

  • Service

    3 weken geleden

    Veldhoven, Noord-Brabant, Nederland ASML Voltijd

    Are you passionate about AI, cloud technologies, and data-driven solutions? Do you want to contribute to cutting-edge AI development in the semiconductor industry? We are looking for talented engineers to join our AI Services team. Whether your expertise lies in AI software engineering, infrastructure, data engineering, or machine learning , you will play...

  • Ai Services Pipeline Vacancy

    3 weken geleden

    Veldhoven, Nederland ASML Voltijd

    **Introduction to the job** Are you passionate about AI, cloud technologies, and data-driven solutions? Do you want to contribute to cutting-edge AI development in the semiconductor industry? We are looking for talented engineers to join our AI Services team. Whether your expertise lies in **AI software engineering, infrastructure, data engineering, or...

  • Job in Germany: IT Systemadministrator

    4 weken geleden

    Veldhoven, Nederland medfacilities GmbH Voltijd

    IT System Administrator (m/f/d) Cologne, permanent position, part-time or full-time, Job ID 5035 medfacilities in a nutshell As a subsidiary of the University Hospital of Cologne, we employ around 100 people. As the client's representative, we have been developing, planning and building technically sophisticated properties for healthcare, research and...

  • Industrial Engineering Internship: Operations

    2 weken geleden

    Veldhoven, Nederland ASML Voltijd

    **Introduction**: The ASML Global Support Center (GSC) for EUV machines is responsible to service as a 3rd line support to the hundreds EUV machines installed globally. GSC operates 24x7 from 3 different global locations. the GSC EUV Continuous Improvement team is focusing on supporting and driving our GSC initiatives on improving our ways of working. Our...

  • AI services pipeline vacancy

    3 weken geleden

    Veldhoven, Noord-Brabant, Nederland ASML Voltijd

    Introduction to the job   Are you passionate about AI, cloud technologies, and data-driven solutions? Do you want to contribute to cutting-edge AI development in the semiconductor industry? We are looking for talented engineers to join our AI Services team. Whether your expertise lies in AI software engineering, infrastructure, data engineering, or...

  • Job in Germany: Network Administrator

    4 weken geleden

    Veldhoven, Nederland Caritasverband für die Diözese Regensburg e.V. Voltijd

    We have a mission - Caritas in the Regensburg diocese supports 350,000 people every year! The jobs are varied and challenging. Caritas offers development opportunities and a good salary. But above all, it's about one thing: serving people! The IT department of the Caritas Association for the Diocese of Regensburg consists of a team of 13 people and is...

  • Research Scientist

    2 weken geleden

    Veldhoven, Nederland ASML Voltijd

    **Introduction** ASML is relentlessly driving the semiconductor industry’s ongoing quest for producing faster, smarter and more energy efficient chips. We are a young, dynamic, international and highly skilled workforce creating, with strong support of our suppliers, the lithographic tools the industry needs to achieve its goals. Are you looking for a...

  • Senior people analytics expert

    4 weken geleden

    Veldhoven, Noord-Brabant, Nederland ASML Voltijd

    Introduction to the jobAs we enter a new era of technology, everything and everyone will be more connected, and the lines between the physical and digital worlds will become less distinct. Rapid advancements in generative AI, self-driving cars, and artificial intelligence are driving an increased demand for advanced chips. At ASML, we are at the forefront of...

  • Senior people analytics expert

    4 weken geleden

    Veldhoven, Nederland ASML Voltijd

    Introduction to the job As we enter a new era of technology, everything and everyone will be more connected, and the lines between the physical and digital worlds will become less distinct. Rapid advancements in generative AI, self-driving cars, and artificial intelligence are driving an increased demand for advanced chips. At ASML, we are at the...

  • Senior bottom engineer

    1 week geleden

    Veldhoven, Nederland ASML Voltijd

    Introduction to the jobA senior bottom engineer anticipates, analyzes and solves complex technical problems escalated as 3rd line support. Leads the process of resolving 'unsolvable' problems with machines with the focus on Bottom related problems. Also responsible for building the problem-solving capacity and predictive diagnostics across-competencies...

  • Asml Business Services Strategy Lead

    2 weken geleden

    Veldhoven, Nederland ASML Voltijd

    **Introduction to the job** Do you want to be part of progress? Do you want to be part of a global fast-growing company? Do you want to contribute to the further set up and improve our ASML Business Services (ABS) organization? Then we are looking for you! ASML Business Services (ABS) is ASML’s provider of well-defined services, leveraging cross-sector,...

  • Logistics Coordinator

    1 week geleden

    Veldhoven, Nederland ASML Voltijd

    **Introduction to the job**: Are you challenged by being the ‘spider in the web’ for managing ASML’s Factory to Factory logístical processes, while being part of a team (in total 8 FTE)? Do you want to support internal and external ASML customers, both in a structural way as on ad-hoc based requests? As Logistics Coordinator, you position the outbound...

  • Job in Germany: Product Owner AI

    4 weken geleden

    Veldhoven, Nederland enercity AG Voltijd

    Job ID: J2024954 Product Owner AI & Digital Innovation (m/f/d) Hanover Full-time Gender is not important to us, what matters to us is that you fit in with our culture and the team and are passionate about your job. Tasks You will develop and communicate a clear product vision and strategy for AI and digital innovation topics, derived from enercity's...