25 days ago - req19416
Intern, Data Science (Summer 2021)
Research & development
Computer science & software engineering
In a nutshell
Wilton - CT, US
Research & development
No experience (Student)
Data science, Computer science & software engineering
ASML US brings together the most creative minds in science and technology to develop lithography machines that are key to producing faster, cheaper, more energy-efficient microchips. We design, develop, integrate, market and service these advanced machines, which enable our customers - the world’s leading chipmakers - to reduce the size and increase the functionality of their microchips, which in turn leads to smaller, more powerful consumer electronics. Our headquarters are in Veldhoven, the Netherlands, and we have 18 office locations around the United States including main offices in Chandler Arizona, San Jose and San Diego California, Wilton Connecticut, and Hillsboro Oregon.
Job MissionAre you the hands-on/experienced data engineer that can implement and maintain complex Big Data architectures? Are you able to apply the cutting-edge technologies and tools to build Big Data pipelines? Do you have the drive to exceed customer expectations, then read on!
You will be working in a multi-disciplinary team of data scientists, physicists, computer scientists, and engineers to uncover causal relationships between equipment parameters and system performance. Implement (un-)supervised machine learning models on the high-dimensional feature space of the most advanced microlithography machines around the globe. As a Data Engineering intern you will apply the latest technologies and tools to implement complex data platform architectures and pipelines. You will be closely working with domain/technical experts, platform architects, IT specialists, software developers, data scientists and analysts to drive successful implementation and maintenance of complex software solutions. On top of your profound technical capabilities, your success will strongly dependent on your interpersonal skills and your ability to communicate across disciplines. You will engage in understanding, defining and validating your solutions, in close cooperation with domain experts, stakeholders and Product Owner of the Advanced Data Analytics R&D team.
As a Data Science intern your responsibility includes:
working in a multi-disciplinary team of data scientists, physicists, computer scientists, and system architects to build Big Data platforms and data processing pipelines.
developing and implementing complex data analytics solutions leveraging cutting-edge/open source software frameworks and tools.
Independent and creative investigation, modeling and development of data-driven Machine Learning, pattern recognition, feature extraction, model evaluation methods, algorithms and pipelines
working closely with domain experts to find and validate causal relations and to interpret predictive models
Currently pursuing PhD or Masters or Bachelors in Computer Science/Computational Data Science/Information & Data Science/Business Analytics or equivalent field
Good understanding of statistics, software system design and distributed architectures
Class project/experience in building data and feature extraction pipelines (ETL, both batch- and stream-data processing) in a relevant context
Knowledge in secure deployment of data science models and building efficient APIs for them
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, interactive visualization and user interaction
Knowledge in Statistical Modeling and Predictive Modeling, Deep Learning, excellent coding skills using state-of-the-art machine learning libraries (e.g. Python/R) is desired
Thinks creative, out of the box, self-going, fast learner, good coder and designer
EOE AA M/F/Veteran/Disability