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Master thesis in the field of efficient Deep Learning

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Volkswagen AG

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Location:
Germany , Wolfsburg

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Category:
Research and Development

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Contract Type:
Not provided

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Salary:

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Job Description:

As part of Volkswagen Group Innovation, the AI & Data Analytics subdivision deals with the methodology and concept development of digital services for all Volkswagen Group brands. The main topics are the processing and analysis of vehicle data and the integration of artificial intelligence (AI) into digitized and networked vehicles. With the help of AI, aging information and misbehavior of vehicle components are detected, and perception tasks of autonomous driving are solved.

Job Responsibility:

  • Design and implementation of efficient Birds Eye View (BEV) based segmentation and planning models for autonomous driving
  • Build robust deep learning architectures capable of processing high-resolution images, improving the prediction performance of BEV perception models
  • Identify and address bottlenecks in current BEV research, pushing forward the boundaries of BEV-based perception for autonomous applications
  • Optimize hyperparameters and network architectures using various optimization algorithms
  • Documentation and presentation of the results

Requirements:

  • Currently enrolled in a Master’s program in Data Science, Computer Science, Computational Science, Mathematics, or a related field
  • Very good to good academic achievements
  • Strong ability to comprehend, analyze, and present research papers within BEV and related domains
  • Proficiency with PyTorch, CUDA, and other relevant deep learning frameworks
  • Strong programming skills in Python and/or C#, with experience in CI/CD pipelines to streamline development
  • Ability to dive in and work independently on a scientific topic
  • Previous research experiences in the field of BEV perception and 3D Computer Vision is an advantage
  • German and English Language Level B2

Nice to have:

Previous research experiences in the field of BEV perception and 3D Computer Vision

What we offer:
  • Opportunity to participate in the research and development of intelligent algorithms in a young and interdisciplinary team
  • Help shape the mobility of tomorrow
  • Up to 40% remote working

Additional Information:

Job Posted:
September 12, 2025

Employment Type:
Fulltime
Work Type:
On-site work
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