PhD candidate Efficient Deployment of End-to-End Machine Learning Architectures (f/m/x)

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Shape the Future: Join BMW Group’s ProMotion PhD Program

At BMW Group, we're driven by innovation and vision. Our ProMotion PhD program is designed to bridge the gap between your doctoral studies and a rewarding career in the automotive industry. Apply your passion and expertise to real-world challenges and shape the future of mobility with us.

Why Join the BMW Group's PhD Program?

We offer an intellectually stimulating and varied PhD program in Artificial Intelligence, specifically focusing on the hardware optimization of End-to-End Autonomous Driving systems. Unlike traditional modular systems, End-to-End approaches reduce information loss and error propagation. You'll focus on the industrial application of these models, bringing innovative research to life on edge devices.

What Awaits You?

  • Conduct research on the deployment and hardware optimization of cutting-edge Machine Learning methods, with a focus on End-to-End models for Autonomous Driving.
  • Design hardware-centric network topologies to create real-time systems using multiple sensor inputs, such as cameras and radars.
  • Deploy models on specialized System-on-Chips (SoCs) for in-vehicle tests and perform real-world, closed-loop evaluations of your deployments.
  • Collaborate with an experienced team of researchers and Machine Learning engineers at our Garching and Unterschleißheim facilities.

Requirements

  • Master’s Degree in Computer Science, Machine Learning/Artificial Intelligence, or related fields.
  • Strong background in Machine Learning, Computer Vision, and Low-Level Sensor Fusion. Previous publications in top conferences are a plus.
  • Proficiency in programming with PyTorch, TensorFlow, Docker, and Git.
  • Hands-on experience in deploying neural networks (e.g., OpenVino, TensorRT, Qualcomm Neural Processing SDK).
  • Experience with software implementations for hardware accelerators like CUDA and OpenCL is desirable.
  • Problem-solving skills, teamwork, and excellent English communication skills. Knowledge of German is an advantage.

What We Offer

  • Comprehensive mentoring and onboarding programs.
  • Personal and professional development opportunities.
  • Flexible working hours and remote work options.
  • Attractive remuneration package.
  • Accommodation options for students in Munich (subject to availability).
  • Numerous other benefits - see

If you're passionate about new technologies and thrive in an innovative environment, we want to hear from you! Apply now to join the BMW Group and start shaping the future of mobility.

At BMW Group, we value diversity and inclusion in all its dimensions. We believe that equal opportunities enrich our teams and strengthen our company. Recruitment decisions are based on personality, experience, and skills. Learn more about our commitment to diversity at .

Earliest Start Date: 15th July 2024

Duration: 36 months

Working Hours: Full-time

Contact:
BMW Group HR Team
Phone: +49 89 382-17001

Company Name: BMW Group
Job Title: PhD Candidate - Efficient Deployment of End-to-End Machine Learning Architectures (f/m/x)