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PhD Scholarship in Machine Learning at ETH Zurich

Outstanding international students are invited to apply for a PhD scholarship in signal processing at ETH Zurich. Applications will be evaluated immediately.

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. new position.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.

Skills required: you have a master degree in Computer Science, Mathematics, Physics or related fields; solid programming skills; good written and spoken English; strong team-working abilities and excellent communication skills. You are enthusiastic, proactive and autonomous. Former experience with neural networks and experience in computer vision and signal processing are a plus.


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