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PhD Thesis - Scalable and explainable End2End Driving Model (SEED)(m/w/x)
Researching and developing novel deep neural network architectures for autonomous driving systems at a global technology supplier. Master's degree in Electrical Engineering/Computer Science and detailed knowledge of computer vision, 3D vision, machine learning required. Dedicated academic growth support.
Anforderungen
- Master degree in Electrical Engineering, Computer Science or similar
- Excellent grades
- Detailed knowledge of computer vision
- Detailed knowledge of 3D vision
- Detailed knowledge of machine learning
- Detailed knowledge of deep learning
- Detailed knowledge of artificial intelligence (Transformer, Sparse and BEV Queries)
- Experience with dedicated development tools
- High enthusiasm
- Creativity
- Independent work ability
- Excellent task management
- Team spirit
- Assertiveness
- Persuasiveness
- Interest in conceptual work
- Interest in method-based design
- Fluent English (written and spoken)
- Fluent German (written and spoken)
Aufgaben
- Conduct deep-dive analysis of end-to-end driving breakthroughs
- Investigate exploiting large-scale datasets
- Identify next frontiers of innovation
- Design novel deep neural network architectures
- Implement novel deep neural network architectures
- Conduct rigorous experiments on public benchmarks
- Conduct rigorous experiments on Bosch datasets
- Validate model performance and reliability
- Collaborate with deep learning project teams
- Brainstorm new ideas
- Deploy software on hardware
- Validate research on automotive driving systems
- Publish research in top-tier venues
Ausbildung
- Master-Abschluss
Sprachen
- Englisch – verhandlungssicher
- Deutsch – verhandlungssicher
Tools & Technologien
- TensorFlow
- PyTorch
- Python
- Transformer
- Sparse Queries
- BEV Queries
Benefits
Mentoring & Coaching
- Academic growth support
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PhD Thesis - Scalable and explainable End2End Driving Model (SEED)(m/w/x)
Researching and developing novel deep neural network architectures for autonomous driving systems at a global technology supplier. Master's degree in Electrical Engineering/Computer Science and detailed knowledge of computer vision, 3D vision, machine learning required. Dedicated academic growth support.
Anforderungen
- Master degree in Electrical Engineering, Computer Science or similar
- Excellent grades
- Detailed knowledge of computer vision
- Detailed knowledge of 3D vision
- Detailed knowledge of machine learning
- Detailed knowledge of deep learning
- Detailed knowledge of artificial intelligence (Transformer, Sparse and BEV Queries)
- Experience with dedicated development tools
- High enthusiasm
- Creativity
- Independent work ability
- Excellent task management
- Team spirit
- Assertiveness
- Persuasiveness
- Interest in conceptual work
- Interest in method-based design
- Fluent English (written and spoken)
- Fluent German (written and spoken)
Aufgaben
- Conduct deep-dive analysis of end-to-end driving breakthroughs
- Investigate exploiting large-scale datasets
- Identify next frontiers of innovation
- Design novel deep neural network architectures
- Implement novel deep neural network architectures
- Conduct rigorous experiments on public benchmarks
- Conduct rigorous experiments on Bosch datasets
- Validate model performance and reliability
- Collaborate with deep learning project teams
- Brainstorm new ideas
- Deploy software on hardware
- Validate research on automotive driving systems
- Publish research in top-tier venues
Ausbildung
- Master-Abschluss
Sprachen
- Englisch – verhandlungssicher
- Deutsch – verhandlungssicher
Tools & Technologien
- TensorFlow
- PyTorch
- Python
- Transformer
- Sparse Queries
- BEV Queries
Benefits
Mentoring & Coaching
- Academic growth support
Gefällt dir diese Stelle?
BetaDein Career Agent findet täglich ähnliche Jobs für dich.
Über das Unternehmen
Bosch Group
Branche
Engineering
Beschreibung
Das Unternehmen entwickelt hochwertige Technologien und Dienstleistungen, die das Leben der Menschen verbessern.
Noch nicht perfekt?
- Bosch Group
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Master Thesis Combining Imitation & Reinforcement Learning to Solve Automated Driving(m/w/x)
VollzeitWerkstudentnur vor OrtRenningen - Bosch Group
Master Thesis Automated Driving Systems(m/w/x)
VollzeitPraktikumnur vor OrtRenningen - Bosch Group
PhD - Cross-Domain Hyperspectral Anomaly Detection for Manufacturing(m/w/x)
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Master Thesis Reinforcement Learning for Behavior Planning in Automated Driving(m/w/x)
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