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BOBosch Group

PhD Thesis - Scalable and explainable End2End Driving Model (SEED)(m/w/x)

Leonberg
Full-timeOn-site
AI/ML
Data Science

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.

Requirements

  • 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)

Tasks

  • 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

Education

  • Master's degree

Languages

  • EnglishBusiness Fluent
  • GermanBusiness Fluent

Tools & Technologies

  • TensorFlow
  • PyTorch
  • Python
  • Transformer
  • Sparse Queries
  • BEV Queries

Benefits

Mentorship & Coaching

  • Academic growth support
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