At a glance

The industrial doctorate at Infineon: Pursue a doctoral degree at a university and gain professional experience simultaneously - an ideal start for your career. Advance your research with us and profit from our vast network of doctoral candidates and the expertise of a university. Mentorship is handled by both professors and dedicated Infineon employees. We are offering a doctoral thesis dealing with the research and design of optimal neural network architectures and training strategies for radar sensors

Quick info

Location Munich
Entry level Ph.D. Thesis
Job ID 38682
Start Oct 01, 2019
Type Full time
Contract Temporary

Job description

The tasks within the thesis will consist of:
  • Creating new NN architectures improving current vision inspired solutions
  • Evaluating radar NN architectures for embedded applications (area, power)
  • In particular defining NN architectures allowing localization, classification and tracking
  • Finding the optimal partitioning between neural processing and classical pre-/post-processing (e.g. time domain vs. frequency domain input tensor)
  • Developing optimal training and data augmentation strategies to deal with sparse training data sets
  • Rapid prototyping of found solutions in an embedded system as proof of concept

Profile

A doctoral student is a research enthusiast,
› …whose interests are scientific research combined with the passion for Infineon’s innovative products and applications.
› …who enjoys working in an industrial environment in combination with an Infineon partner university.
› …who appreciates open communication and the contribution of an international environment.
› …and is thus an excellent candidate for a further academic or industrial career after completion of their thesis.


As the ideal candidate, you have:
  • A master degree in Computer Science, Mathematics, Physics or similar
  • Experience in Artificial Intelligence and Machine Learning and related tolling frameworks (e.g. Tensorflow, Caffe)
  • Experience with radar technology and the related signal processing
  • Solid programming skills (Python, C/C++, Matlab, Java)
  • Fluent English language skills

About Us

Part of your life. Part of tomorrow.

We make life easier, safer and greener – with technology that achieves more, consumes less and is accessible to everyone. Microelectronics from Infineon is the key to a better future. Efficient use of energy, environmentally-friendly mobility and security in a connected world – we solve some of the most critical challenges that our society faces while taking a conscientious approach to the use of natural resources.

What we offer you at Campeon

In our headquarter in Neubiberg near Munich, more than 3.300 employees are working in research & development, several central functions, IT and many more.

Find out more about our location Campeon