Industrial PhD Program: Generative AI for Autonomous Driving Simulation (m/f/d)

Industrial PhD Program: Generative AI for Autonomous Driving Simulation (m/f/d)

Join Huawei\’s Munich Research Center as part of the Industrial PhD Program: Generative AI for Autonomous Driving Simulation (m/f/d) .

This role involves developing innovative algorithms and learning techniques, such as world models, latent-based large reconstruction models, and vision-language-action models, focusing on the fidelity, realism, and 3D consistency of native AI simulation for autonomous driving.

Your responsibilities

• Research on Generative AI for Autonomous Driving Simulation, including world models, large 3D scene generation, diffusion techniques, video generation, scene reconstruction, and multi-modal models.
• Explore sim-to-real and real-to-sim transfer techniques using deep learning.
• Collaborate with cross-functional teams to translate research into practical systems and products.
• Publish research findings in top-tier conferences and journals.

Required expertise

• Master\’s degree (or equivalent) in Computer Science, Robotics, IT, Electrical Engineering, Physics, or related fields.
• Proficiency in Python and C++, with experience in TensorFlow or PyTorch.
• Strong analytical, problem-solving, and communication skills.
• Solid mathematical foundation; knowledge in 3D projective geometry is advantageous.
• Experience with Generative approaches (GANs, diffusion models, video generation).
• Experience with 3D reconstruction, scene representation, and understanding is a plus.
• Knowledge of camera pose estimation, multi-view stereo, reinforcement learning is beneficial.
• Publication record in top venues is a plus.

By applying, you agree with our recruitment privacy statement .

Benefits

• Innovative culture with global knowledge exchange.
• Healthy meals in our company canteen.
• Broad training opportunities, including language courses.
• Diverse environment with around 40 nationalities.
• Self-responsible work in a motivated team.

Please submit your application and CV (including cover letter and references) in English.

#J-18808-Ljbffr