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PhD Student in Machine Learning in Zürich

This research group is looking for you!

Jobbeschreibung

The Institute for Machine Learning at ETH Zurich is partnering with CSEM for exploring exciting cutting edge research for modelling temporal processes. The two partners are currently looking for a PhD Student to work in this area of Machine Learning. CSEM is a private research, technology and innovation center specializing in microtechnology, microelectronics, system engineering and renewable energy systems. It offers its customers and industry partners custom-made innovative solutions.
In recent years the popularity of machine learning methods has increased dramatically. The institute of Machine Learning at ETH Zurich is a leading research institute in this field while CSEM has a long experience with technologies that have now reached the market. Our focus in this project is on image analysis and natural language processing, two fields which have grown considerably in the past few years. We are interested in applications of temporal methods, especially using heterogeneous multi-dimensional data and temporally correlated image sequences. Modelling temporal processes can offer new insights into problems in Industrial Production, Remote Sensing and Earth Observation. The core of the PhD thesis will focus on developing methodologies for modelling multi-dimensional time-based data sets using state-of-the-art technologies such as neural networks.

The work of the PhD student will revolve around the design of appropriate model architectures and efficient training methods. The candidate will have the opportunity to explore a variety of data sets with direct industrial applications while working in close contact with the Institute of Machine Learning at ETH Zurich and R&D divisions at CSEM to drive the research toward practical industrial needs. Your responsibility will also include to disseminate and report your results using international platforms and take active part in the activities of the Robotics and Automation group at CSEM and the Institute of Machine Learning at ETH Zurich.
We look forward to receiving your online application including a letter of motivation, CV, diplomas and contact details of 2 referees. Please note that we exclusively accept applications submitted through our online application portal. Applications via email or postal services will not be considered.

Veröffentlicht am

28-02-2024

Extra Informationen

Status
Inaktiv
Standort
Zürich
Tätigkeitsbereich
Baugewerbe, Pädagogik / Nachhilfe
Führerschein erforderlich?
Nein
Auto erforderlich?
Nein
Motivationsschreiben erforderlich?
Nein