FRAUNHOFER INSTITUTE FOR INTEGRATED CIRCUITS IIS
THE FRAUNHOFER INSTITUTE FOR INTEGRATED CIRCUITS IIS HAS AN IMMEDIATE OPENING IN ITS AUDIOLABS DEPARTMENT IN ERLANGEN, GERMANY FOR A
Fraunhofer is Europe’s largest application-oriented research organization. Our research efforts are geared entirely to people’s needs: health, security, communication, energy and the environment. As a result, the work undertaken by our researchers and developers has a significant impact on people’s lives. We are creative. We shape technology. We design products. We improve methods and techniques. We open up new vistas.
AudioLabs is a joint institution of Fraunhofer IIS and Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU). Founded in 2008, it is unique worldwide in both its mission and international approach: A team of globally renowned scientists is working to shape the future of audio and multimedia technologies in research areas such as audio coding, audio signal analysis, and perceptual spatial audio signal processing.
What is it about?
You will work on methods to transfer deep neural networks for multimedia applications to mobile and embedded devices. To do so, you will refine and implement methods to optimize the network in terms of model complexity and the size of model updates in order to reduce power consumption, and in order to make effective use of memory and transmission bandwidth. You will investigate methods and best practices to facilitate the transfer of existing deep learning applications onto embedded hardware platforms.
What we expect from you
What you can expect from us
We offer you varied and challenging work in an enthusiastic team. You can contribute with your ideas and help design new concepts. Regular training is given, as are flexible, family-friendly work arrangements.
Appointment, remuneration and social security benefits base on the public-sector collective wage agreement (TVöD).
This vacancy is also available on a part-time basis.
In case of identical qualifications, preference will be given to severely disabled candidates. We would like to point out that the chosen job title also includes the third gender. The Fraunhofer-Gesellschaft emphasizes gender-independent professional equality.
We look forward to receiving your application (German or English)! Please submit it (in PDF format, including cover letter, CV, grade sheets and references) to: Claudia Kestler-Böhm, via our career portal, quoting reference number IIS-2019-AME104, under the following link:
Further details can be found here:
|Title||Research Associate* – Deep Neural Network Optimization|
|Employer||Fraunhofer IISB, Erlangen|
|Job location||Schottkystr. 10, 91058 Erlangen|
|Published||March 27, 2020|
|Job types||Researcher,   Engineer,   Research assistant  |
|Fields||Informatics,   Algorithms,   Acoustics,   Communication Engineering,   Artificial Intelligence,   Artificial Neural Network,   Computing in Mathematics, Natural Science, Engineering and Medicine,   Programming Languages,   Software Engineering,    and 11 more. Audio Systems Engineering,   Automotive Systems Engineering,   Computer Engineering,   Telecommunications Engineering,   Applied Mathematics,   Computational Physics,   Acoustic Engineering,   Electrical Engineering,   Applied Physics,   Computational Mathematics,   Computational Engineering  |