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Working student in the field of ML environment perception team for Autonomous Driving(m/w/x)
Developing data toolchains and deep learning techniques for perception functions in self-driving cars at a premium automotive manufacturer. Practical software development with Python and deep neural network understanding required. Work on critical perception stack for self-driving cars.
Requirements
- Studies in engineering or comparable fields (e.g., computer science, physics, robotics)
- First practical experience in software development with Python or comparable languages
- Understanding of machine learning methodologies, especially deep neural networks
- Basic understanding of sensor technologies for supervised learning
- Strong background in Computer Science
- AWS knowledge (a plus)
- German or English business fluent
- Teamwork and communication skills
Tasks
- Develop data toolchains for training perception functions.
- Optimize data toolchains for validating perception functions.
- Fast-prototype state-of-the-art autonomous driving perception methods.
- Develop back-end tools.
- Develop deep learning techniques for large perception datasets.
- Test and validate methodologies for BMW vehicle integration.
Education
- Bachelor's degree
Languages
- German – Business Fluent
- English – Business Fluent
Tools & Technologies
- Python
- deep neural networks
- sensor technologies
- AWS
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Working student in the field of ML environment perception team for Autonomous Driving(m/w/x)
Developing data toolchains and deep learning techniques for perception functions in self-driving cars at a premium automotive manufacturer. Practical software development with Python and deep neural network understanding required. Work on critical perception stack for self-driving cars.
Requirements
- Studies in engineering or comparable fields (e.g., computer science, physics, robotics)
- First practical experience in software development with Python or comparable languages
- Understanding of machine learning methodologies, especially deep neural networks
- Basic understanding of sensor technologies for supervised learning
- Strong background in Computer Science
- AWS knowledge (a plus)
- German or English business fluent
- Teamwork and communication skills
Tasks
- Develop data toolchains for training perception functions.
- Optimize data toolchains for validating perception functions.
- Fast-prototype state-of-the-art autonomous driving perception methods.
- Develop back-end tools.
- Develop deep learning techniques for large perception datasets.
- Test and validate methodologies for BMW vehicle integration.
Education
- Bachelor's degree
Languages
- German – Business Fluent
- English – Business Fluent
Tools & Technologies
- Python
- deep neural networks
- sensor technologies
- AWS
About the Company
BMW Group
Industry
Automotive
Description
Das Unternehmen bietet spannende Praktika im Bereich Markenerlebnis und Eventmanagement und legt großen Wert auf Gleichbehandlung und Chancengleichheit.
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