Optimieren & Skalieren: Überwachung, Anpassung und Weiterentwicklung bestehender AI-Anwendungen - Kooperationen steuern: Zusammenarbeit mit Data Scientists, IT-Teams und externen Partnern … Erfahrung mit Machine Learning, Datenstrukturen, Cloud-Plattformen (AWS, Azure, GCP)
1
What we offer you - Automotive companies are intensively developing automated driving functions and vehicles. Unfortunately, we have already seen severe road accidents involving automated vehicles … Performance comparison of the Machine Learning methods developed at AVL
2
Lehre in den Bereichen Maschinelles Lernen und Computational Neuroscience … Betreuung von Projekten, Bakkalaureatsarbeiten und Masterarbeiten … Publikation von Forschungsergebnissen in einschlägigen Fachzeitschriften und auf Konferenzen
3
What we offer you - Fitting Physical Models to the test measurements of the Batteries or Fuel Cells are a powerful tool in capturing their inner characteristics. However, the fidelity of the physical model is highly dependent on the set of physical phenomena coved by mathematical formalism
4
For the application of testing autonomous driving systems under different driving conditions, AVL is developing various machine learning components that are integrated into complex virtualized testing environment or used together with well-accepted ADAS/AD …
5
The focus of this position is on the development of hybrid AI models for automotive radar data. This means that you will conduct state-of-the art research at the interface between classical physics-based signal processing and data-driven machine learning and publish at high ranking conferences and journals
6
Enhancing performance at sensor-level: Develop multi-static radar signal models that incorporate angular, range (delay), and velocity (Doppler) parameters for coherent data fusion in distributed automotive radar sensors. Design machine learning enhanced radar preprocessing methods incorporating calibrated …
7
Als Teil unseres Teams gestaltest du innovative Bildverarbeitungskomponenten für unser iriis-System. Du fokussierst dich auf die Produktentwicklung und bist für die Systemarchitektur/Interfaces unserer ML-Platform verantwortlich
8
Analyze and adapt data models for battery testing - Implement simple test environment to simulate battery test lab - Analyze state of the art in ML applicable to plant management - Select appropriate approaches and implement prototypes for tasks in the battery testing facility (e.g
9
Development of machine learning methods - Implementation of the developed methods into AVL testing pipeline of Batteries and Fuel Cells - Overcoming limitations of sparse and out-of-distribution training datasets … Ongoing studies in the fields of Computer Science, Telematics, Physics or Electrical Engineering
10