Machine Learning Internship: Utilization of machine learning for performance test

介绍

Are you a bachelor or master student in Machine learning, Computer Science, Industrial or Data Engineering? Do you have knowledge in C, C++ and Python? Are you willing to learn and are you open minded? Then this internship might be interesting for you!

Background information

配方处理部门负责Twinscan Machine使用的输入数据。该数据由嵌套结构中的> 600个参数类型组成，这些参数类型可以由“曝光食谱”，“子重型”和“批次定义”消息中的客户定义。可以通过自动接口将这些数据传输到扫描仪，在该接口将对数据进行验证和类似操作。这些操作的执行需要在指定的超时内完成，但实际持续时间取决于特定的数据内容。

Your assignment

尽管性能取决于实际数据内容，但确定持续时间的内容的确切因素和交叉依赖性尚不清楚。也不期望从经验上确定这些问题是可行的。为了避免客户影响，仍然需要进行系统级的性能测试，以涵盖完整的扫描仪范围，可用于保护系统接口行为的回归。
测试（例如Python / c ++）必须允许在添加新参数时不需要更新测试时进行可靠的性能监视。使用机器学习来建立参数设置和性能之间的相关性，为将来的参数扩展名建立模型。

Goals to achieve:
•设计和开发可靠的性能测试，该测试结合了可持续测试策略，优化了测试执行时间和覆盖范围；
• Apply machine learning strategies to create a robust test that can handle new parameters without requiring code changes;
• Deploy the tests in the delivery process;
•定义“训练”测试并提供足够数据集的策略；
• Rolling out test in a dynamic environment (new parameters are added 10-15 times per year) with stakeholders;
• Ensure tester can be executed on different platforms (local, cloud);

Your profile

To be the perfect match for this internship, you:

• are a student in Machine learning, Computer Science, Industrial or Data Engineering;
• have knowledge in C, C++ and Python;
• 具有UML和需求工程经验；
• are open minded and willing to learn;
• have great communication skills in English, both verbal and written.

This is a graduation internship for bachelor students and graduation/apprentice internship for master students. The minimum duration is of 6 months, 5 days per week, starting in February 2023.

Please note that we can only consider students who are enrolled at a school for the entire duration of the internship.
This position requires access to U.S. controlled technology, as defined in the United States Export Administration Regulations. Qualified candidates must be legally authorized to access such U.S. controlled technology prior to beginning work. Business demands may require ASML to proceed with applicants who are immediately eligible to access U.S. controlled technology.

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.

其他信息

Change the world – one nanometer at a time
成为一家荷兰公司的实习生，该公司是全球行业领导者。万博苹果手机客户端您将在高度创新的环境中获得宝贵的经验，这会激发您的想象力和创造力。除了每月最高600欧元的实习津贴（加上可能的住房和免费的公共交通）外，您还将获得该领域专家的实践指导，并有机会在工作和体验动态的团队环境中。

ASML：成为进步的一部分
ASML是一家总部位于荷兰的高科技公司。万博苹果手机客户端我们制造了芯片制造商用于生产集成电路或计算机芯片的复杂光刻机器。我们要做的是所有电子设备的核心，这些电子设备使我们了解，娱乐和连接。每天，您都会使用没有机器就根本不存在的电子产品。

ASML创新的背后是思考的工程师。在我们公司工作的人们包括一些最具创造力的思维，电气工程万博苹果手机客户端，数学，化学，机电一体化，光学，机械工程以及计算机科学和软件工程。

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 28,000 people of 120 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.

在ASML的实习不仅是了解工业强度研发世界的机会，而且您自己 - 您会发现最激动的是什么。您是否会设计机器的一部分，或确保其制造成最紧的可能规格？您是否会编写将系统驱动到最佳性能的软件，或者与客户的工程师并排工作，从而优化客户要求的系统？

您将如何成为进步的一部分？