Engineering (graduation) Internship: A Data-Driven Prediction Model
1 maand geleden
Introduction
Are you a student in Engineering, with a specialization or affinity with Data Science? Do you possess a strong drive with great stakeholder management skills? If yes, this assignment in our EUV factory could be interesting for you
Background information
The EUV Factory (EF) organization is responsible for the system build and install of EUV systems. Within the EUV factory, the EF System Engineering department is the factory representative in the early design process of the new systems. The EF system engineers have the task on one hand to understand the (high level) impact of the new systems on the factory and to minimize this impact, and on the other hand to secure factory requirements into the system design. The goal is to ensure a smooth introduction of new systems, within the cycle time and cost targets.
Your assignment
The ASML EUV Factory strives for efficient manufacturing processes, but new system designs often encounter issues once they reach the production environment which require upgrades. This leads to delays (cycle time increase), rework, and disrupts the flow of production. Quantifying the risk and impact of upgrades during the development phase of new lithography systems is challenging. This information is crucial to prepare the factory resources and mitigate the impact of potential design flaws/upgrades.
This assignment aims to develop a data-driven approach to improve new system design success in manufacturing by predicting and catching design flaws during engineering reviews. You will leverage your skills in data analysis and engineering principles to build upgrades prediction model and engineering review guidance for factory engineers.
This assignment has 4 different layers:
Data Collection and Integration:
Identify, access and integrate relevant data sources (e.g., design documents, manufacturing logs, upgrade requests)
Clean and pre-process the data for analysis
Root Cause Analysis:
Analyze the collected data to identify and categorize the root causes of design flaws encountered in past systems/platforms
Quantify the impact of these design flaws on the manufacturing process (e.g., cycle time increase, rework percentage)
Prediction Model Development:
Utilize data science techniques to develop a model that can predict the likelihood of design flaws (needed upgrades) on new system design based on historical upgrades data
Engineering Guidance:
Develop a set of guidelines for factory engineers to incorporate into the design and review process
These guidelines should leverage the findings from the data analysis and aim to prevent common design flaws encountered in past systems
Your profile
To be the perfect match for this internship, you:
Are a bachelor/HBO student looking for a graduation project or a master student looking for an apprentice internship;
Have a study background in Engineering, with a specialization or an affinity with Data Science;
Have (project) experience with engineering root cause analysis and data modeling;
Have good interpersonal skills, are self-driven and persistent.
The minimum duration of this internship is 5 months, for 3 days per week (minimum 1 day working on-site). The start date is as of September 2024.
Change the world – one nanometer at a time
Become an intern at a Dutch company that’s a global industry leader. You’ll gain valuable experience in a highly innovative environment – one that sparks your imagination and creativity. In addition to a monthly internship allowance of maximum €600 (plus a possible housing and/or travel allowance), you’ll get practical guidance from experts in the field and the chance to work in and experience a dynamic team environment.
ASML: be part of progress
ASML is a high-tech company headquartered in the Netherlands. We manufacture the complex lithography machines that chipmakers use to produce integrated circuits, or computer chips. What we do is at the heart of all the electronic devices that keep us informed, entertained and connected. Every day, you use electronics that simply wouldn’t exist without our machines.
Behind ASML’s innovations are engineers who think ahead. The people who work at our company include some of the most creative minds in physics, electrical engineering, mathematics, chemistry, mechatronics, optics, mechanical engineering, and computer science and software engineering.
We believe we can always do better. We believe the winning idea can come from anyone. We love what we do – not because it’s easy, but because it’s hard.
Students: getting ready for real-world R&D
We’re a global team of about 40,000 people of 140 different nationalities and counting. Headquartered in Europe’s top tech hub, the Brainport Eindhoven region in the Netherlands, our operations are spread across Europe, Asia and the US.
In such an environment, your colleagues may be sitting next door, or they could be thousands of kilometers away in a different country – or even working for a different company.
Diversity and inclusion
ASML is an Equal Opportunity Employer that values and respects the importance of a diverse and inclusive workforce. 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. We recognize that diversity and inclusion is a driving force in the success of our company.
Need to know more about applying for a job at ASML? Read our .
We hebben andere actuele vacatures op dit gebied die je hieronder kunt vinden
-
Veldhoven, Noord-Brabant, Nederland ASML VoltijdIntroduction Are you a student in Engineering, with a specialization or affinity with Data Science? Do you possess a strong drive with great stakeholder management skills? If yes, this assignment in our EUV factory could be interesting for you Background information The EUV Factory (EF) organization is responsible for the system build and install...
-
Engineering (Graduation) Internship: a Data-driven
1 week geleden
Veldhoven, Nederland ASML Voltijd**Introduction**: Are you a student in Engineering, with a specialization or affinity with Data Science? Do you possess a strong drive with great stakeholder management skills? If yes, this assignment in our EUV factory could be interesting for you! **Background information**: The EUV Factory (EF) organization is responsible for the system build and install...
-
Engineering (Graduation) Internship: a Data-driven
2 weken geleden
Veldhoven, Noord-Brabant, Nederland ASML VoltijdIntroduction:Are you a student in Engineering, with a specialization or affinity with Data Science? Do you possess a strong drive with great stakeholder management skills? If yes, this assignment in our EUV factory could be interesting for youBackground information:The EUV Factory (EF) organization is responsible for the system build and install of EUV...
-
Veldhoven, Noord-Brabant, Nederland ASML VoltijdIntroduction Are you a graduating bachelor or a master student in Data Science, Physics, Electrical Engineering, Mathematics or a related field looking for a graduation internship? Are you familiar with signal processing and machine learning and do you have great programming skills? Then this internship might be interesting for you Background...
-
Veldhoven, Nederland ASML VoltijdIntroduction Are you a graduating bachelor or a master student in Data Science, Physics, Electrical Engineering, Mathematics or a related field looking for a graduation internship? Are you familiar with signal processing and machine learning and do you have great programming skills? Then this internship might be interesting for you! Background...
-
Mechanical Engineering Internship: Acoustics and
3 weken geleden
Veldhoven, Nederland ASML Voltijd**Introduction**: Are you a master student in Mechanical Engineering, Aerospace Engineering or Applied Physics, looking for an internship? Are you interested in computational mechanics and numerical methods? Are you skilled in MATLAB? Are you eager to contribute to the development of innovative technology within multiple engineering disciplines? If so, then...
-
Mechanical Engineering Internship: Acoustics and
2 weken geleden
Veldhoven, Noord-Brabant, Nederland ASML VoltijdIntroduction:Are you a master student in Mechanical Engineering, Aerospace Engineering or Applied Physics, looking for an internship? Are you interested in computational mechanics and numerical methods? Are you skilled in MATLAB? Are you eager to contribute to the development of innovative technology within multiple engineering disciplines? If so, then an...
-
Data Science Data Mining
3 weken geleden
Veldhoven, Nederland ASML Voltijd**Introduction**: Are you a bachelor/HBO or master student in a field related to Data Science, Software Engineering or Informatics? Are you skilled in Power BI and Power Automate and do you enjoy working in a technical environment? If yes, this assignment could be interesting for you! **Background information**: The ASML GSC EUV Support team is responsible...
-
Computer Science Data Science Graduation
1 week geleden
Veldhoven, Nederland ASML Voltijd**Introduction**: Are you a master student looking for your graduation project in industry? Is your study related to Computer Science or Data Science in the engineering domain? Do you have proven experience with Data Analytics? This assignment could be interesting for you! **Background information**: ASML has thousands of lithography machines operating 24/7...
-
Veldhoven, Nederland ASML VoltijdIntroduction Are you a master student in the field of Computer Science, Mathematics, Physics, or something related? Are you looking for a graduation internship? If yes, one of the assignments below could be interesting for you! Background information Continuous wafermap (CWM) is a mathematical model that is developed within ASML. The major...
-
Mathematical Modeling Internship: Reduced Order Modeling
2 weken geleden
Veldhoven, Noord-Brabant, Nederland ASML VoltijdIntroduction to the job Are you a masters student in mechanical/aerospace/civil engineering (or related applied mathematics/physics field) and looking for a graduation internship? Do you have affinity towards computational mechanics and would like to apply it on industrial problems? Then this internship might be for you? Background information In...
-
Physics | Optics Internship
2 weken geleden
Veldhoven, Noord-Brabant, Nederland ASML VoltijdIntroduction Are you a master student in physics, optics with affinity in concepts related to imaging? If so, this apprentice internship opportunity may be interesting for you Background information ASML is an innovation leader in the semiconductor industry. We provide chipmakers with sophisticated hardware to achieve lithographic patterning of...
-
Physics | Optics Internship
1 maand geleden
Veldhoven, Nederland ASML VoltijdIntroduction Are you a master student in physics, optics with affinity in concepts related to imaging? If so, this apprentice internship opportunity may be interesting for you! Background information ASML is an innovation leader in the semiconductor industry. We provide chipmakers with sophisticated hardware to achieve lithographic patterning...
-
Computer Science Data Science Graduation
2 weken geleden
Veldhoven, Noord-Brabant, Nederland ASML VoltijdIntroduction:Are you a master student looking for your graduation project in industry? Is your study related to Computer Science or Data Science in the engineering domain? Do you have proven experience with Data Analytics? This assignment could be interesting for youBackground information:ASML has thousands of lithography machines operating 24/7 at chip...
-
Industrial Engineering
2 weken geleden
Veldhoven, Nederland ASML Voltijd**Introduction**: Are you a bachelor's or master's student in Industrial Engineering, Business Management, Operations Management or related? Do you have affinity with project management? Do you enjoy doing research, identifying root causes and and driving improvements? Then this internship could be interesting for you! **Background information**: ASML...
-
Physics (Graduation) Internship: Lens Proactive
2 weken geleden
Veldhoven, Nederland ASML Voltijd**Introduction**: Are you a master student in Physics, with a focus on Optics/Projection? Do you have experience in Data Analysis and Problem Analysis? If yes, this assignment could be interesting for you! **Background information**: Customers make extraordinary investments in ASML machines and systems. Customer Support (CS) works towards ensuring the...
-
Physics Internship: Optical Modeling
2 weken geleden
Veldhoven, Noord-Brabant, Nederland ASML VoltijdIntroduction to the job Our group's mission is to deliver industrialized and optimal solutions to achieve spectrally-pure collection of EUV radiation, enabling robust and efficient performance of the next generation of EUV photolithography machines. Our main responsibility lies in understanding and modeling the fundamental physical and optical effects...
-
Industrial Engineering Graduation Internship: Risk
3 weken geleden
Veldhoven, Nederland ASML Voltijd**Introduction**: **Background information**: The design of ASML machines is driven by the need for faster, more precise and more accurate silicon wafers. The production of our machines, also called throughput, is measured by the amount of silicon wafers per hour processed. Faster machines also mean more cycles and increased loads, which present a challenge...
-
Data Analytics Data Science Internship: Insights
4 weken geleden
Veldhoven, Nederland ASML Voltijd**Introduction**: Are you a master student in Data Analytics or Data Science in Business? Do you want to learn about value added processes and standardization in warehousing all over the world? Then this internship is interesting for you! **Background Information**: At ASML, the Customer Supply Chain Management (CSCM) Quality department focusses on service...
-
Industrial Engineering Graduation Internship: Risk
2 weken geleden
Veldhoven, Noord-Brabant, Nederland ASML VoltijdIntroduction:Background information:The design of ASML machines is driven by the need for faster, more precise and more accurate silicon wafers. The production of our machines, also called throughput, is measured by the amount of silicon wafers per hour processed. Faster machines also mean more cycles and increased loads, which present a challenge for the...
