BMW Group

PhD, Embodied AI, Robust Multi-Modal Perception and Learning

BMW Group

full-time

Posted on:

Location Type: Office

Location: Munich • Germany

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Tech Stack

PythonPyTorchTensorflow

About the role

  • Take the lead in developing Multi-Modal Perception and Learning for intelligent interactive systems and smart vehicles, ensuring robust performance across diverse conditions
  • Apply your ideas by implementing and validating advanced frameworks in robotic systems and intelligent interactive vehicles
  • Work closely with a highly specialized, international team of AI/ML and robotics experts, sharing knowledge and shaping future technologies
  • Conduct your research at the RoboTac Lab, BMW Group Research – our AI and Robotics Center of Excellence in Munich, Germany
  • Showcase your research at leading international conferences such as ICRA, IROS, CVPR, ICML, and more

Requirements

  • Master's degree in Electrical Engineering, Computer Science Mathematics, Systems, and Control, or a related field from a top international university
  • Strong mathematical background and a strong interest in robotics and robot learning, Transfer Learning, machine learning, Deep Active Learning, Multi-modal Active Perception and Learning, AI-based Control Architecture, Human-Machine Interaction
  • Extensive practical software development experience, preferably in C/C++ and Python required
  • Experience with deep learning frameworks (e.g. PyTorch, Tensorflow)
  • Having at least one publication in top IEEE conferences such as ICRA, and IROS or top journals such as T-RO, AURO, RAL, etc.
  • Efficient communication skills in English
  • German is an advantage
Benefits
  • Comprehensive mentoring & onboarding
  • Personal & professional development
  • Flexible working hours
  • Digital offers & mobile working
  • Attractive, fair remuneration
  • Apartment offers for students (subject to availability & only Munich)

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard skills
CC++PythonDeep LearningTransfer LearningMachine LearningMulti-modal Active PerceptionAI-based Control ArchitectureHuman-Machine InteractionRobotics
Soft skills
Efficient communication
Certifications
Master's degree