Connectionists: Position in Bosch AI research: Deep Learning for Uncertainties in Models for Autonomous Driving

[Hanselmann Michael (CR/PJ-AI-R4)]

The Bosch Center for Artificial Intelligence (BCAI) provides solutions and services in AI technologies to Bosch's business units in mobility, consumer good, industrial technology, and smart buildings. The center works in collaboration with a large team of researchers, engineers, and software providers. We are now hiring Machine Learners for Autonomous Driving, offering a fascinating job in a team of highly motivated top experts in one of the most exciting areas of technology.



See https://www.bosch-ai.com for more information.


Deep Learning Researcher for Uncertainties in Behavior Models:



- Development of deep learning based models for environmental modeling and situation understanding

- Implementation of algorithms for multi-agent behavior prediction for highly automated and autonomous driving

- Main research topic: accurate estimation and quantification of prediction uncertainties of deep learning based multi-agent behavior models

- Original research, theoretical investigations, publications at top Machine Learning conferences and journals

- Close contact to the scientific community in Machine Learning (Deep Learning, RNNs, ...), scouting and assessment of new approaches, publications on top conferences and journals

- Technical discussions and creation of new ideas within the existing Machine Learning research team

- Supervision of Master and PhD students



Requirements:

- PhD in Machine Learning (preferably Deep Learning and Information Theory) with excellent publication record

- Proven programming skills, in particular Python and DL-frameworks (TensorFlow, PyTorch, ...)

- Experience in development and implementation of state-of-the-art DL technologies, experience with graphical models is a plus

- Broad knowledge of machine learning algorithms and principles as well as probability theory

- Experience with real-world applications

- Strong teamplayer, motivation and ability to define personal research roadmap

- Strong English skills, motivation to work in an interdisciplinary and international team

Please apply here: https://www.bosch-career.de/bewerben/jobsearch/-/cui/media/POm4_JI0u1zpeXMVd2--_jtNCEE-o9dsDMP_0U_ZeXUbqgWBKNlFUM8dWzI4G-ZYIr4LO0YWuLGVfb30Tv8lZwu8meg9xfFwp9VA9BzEuphNsGMddkJihMNOIljw0erLoNHliJf3RP_-ldVbKuR4u4afC5GhebOvpTORJGyU1IRChlVm0eW0XldLb2QoRDsOr_R--SyIxtcpinstE3ve3JndyNcUPgyeVc6BubbxL30*


Mit freundlichen Grüßen / Best regards

Dr. Michael Hanselmann

Bosch Center for AI - Research (CR/PJ-AI-R4)
Robert Bosch GmbH | Renningen | 70465 Stuttgart | GERMANY | www.bosch.com<http://www.bosch.com>
Tel. +49 711 811-49420 | Mobil +49 1525 8813459 | Fax +49 711 811-5194774 | Michael.Hanselmann at de.bosch.com<mailto:Michael.Hanselmann at de.bosch.com>

Sitz: Stuttgart, Registergericht: Amtsgericht Stuttgart, HRB 14000;
Aufsichtsratsvorsitzender: Franz Fehrenbach; Geschäftsführung: Dr. Volkmar Denner,
Prof. Dr. Stefan Asenkerschbaumer, Dr. Rolf Bulander, Dr. Stefan Hartung, Dr. Markus Heyn, Dr. Dirk Hoheisel,
Christoph Kübel, Uwe Raschke, Peter Tyroller


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