AI Planning Expert for End-to-End Autonomous Driving

2 weeks ago


Suzhou, Jiangsu, China Bosch Group Full time

Job Title: AI Planning Expert for End-to-End Autonomous Driving

Job Summary:

We are seeking an experienced AI Planning Expert to join our team at Bosch Group. As an AI Planning Expert, you will be responsible for designing and coding AI Planning models for end-to-end autonomous driving systems.

Key Responsibilities:

  • Design and code AI Planning models for end-to-end autonomous driving systems.
  • Create training datasets, including mining real vehicle data and constructing simulation data.
  • Design and code preprocessing and postprocessing for AI Planning models.
  • Evaluate AI Planning models, including open-loop and closed-loop evaluations in both simulations and real-world vehicle tests.

Requirements:

  • Master's or PhD degree in Computer Science, Artificial Intelligence, Software Engineering, Automation, Vehicle Engineering, Mechatronics, Electronic Engineering, or related fields.
  • Strong programming skills in C++ and Python, and proficiency in frameworks like PyTorch or TensorFlow.
  • Solid foundation in AI theory, with rich research or engineering experience in at least two of the following technical areas: CNN, RNN/GRU/LSTM, Transformer, GNN, Diffusion, Imitative Learning, Reinforcement Learning.
  • Passionate about the autonomous driving industry, with good communication skills and a strong sense of teamwork.

Bonus Points:

  • Experience in end-to-end autonomous driving R&D.
  • Experience in the mass production of advanced intelligent driving systems.
  • Publications in top AI conferences/journals.


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