Fraunhofer-Institut für Integrierte Schaltungen

Research Associate in Deep Neural Network Optimization

Online seit
20.02.2019 - 12:49
Job-ID
ERN-2019-02-20-235859
Kategorie
Absolventenjobs

Job-Beschreibung

The Fraunhofer Institute for Integrated Circuits IIS has an immediate opening in its AudioLabs department in Erlangen, Germany for a

Research Associate in Deep Neural Network Optimization

What is it about?

You will help us to make deep neural networks usable on mobile and embedded devices. To do so, you will 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. Together, we will develop new optimization and compression methods. You will help with the systematic investigation of these methods and the transfer of existing deep learning applications onto embedded hardware platforms.

About us
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.

Anforderungsprofil

What we expect from you

  • A scientific degree in Computer Science, Electronics, or similar
  • Programming experience, preferably in Python and C/C++
  • Experience in the application of machine learning and deep neural networks
  • Interest in digital signal processing, pattern recognition or efficient algorithms
  • Fluent English for collaborative work in an international team

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 based on the public-sector collective wage agreement (TVöD).
The Fraunhofer-Gesellschaft is committed to providing equal career opportunities for men and women.
This vacancy is also available on a part-time basis.

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.

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-AME31.

Firmen- und Kontaktdaten

Firmenname
Fraunhofer-Institut für Integrierte Schaltungen
Ansprechpartner
Frau Nina Wörlein
Einsatzort
91058 Erlangen
Deutschland
Telefon
+49 9131 7761684
E-Mail
Webseite

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