AI Planning Expert for End-to-End Autonomous Vehicle Systems

2 weeks ago


Suzhou, Jiangsu, China Bosch Full time
Job Description

Key Responsibilities

As an AI Planning Expert, you will be responsible for designing and developing AI planning models for end-to-end autonomous vehicle systems.

Responsibilities

  • Design and implement AI planning models for autonomous vehicles.
  • Develop training datasets for AI planning models, including real-world vehicle data and simulated data.
  • Design and implement preprocessing and postprocessing for AI planning models.
  • Evaluate AI planning models through open-loop and closed-loop evaluations in both simulations and real-world vehicle tests.

Requirements

To be successful in this role, you will need:

  • A Master's or PhD degree in Computer Science, Artificial Intelligence, Software Engineering, or a related field.
  • Strong programming skills in C++ and Python, with proficiency in PyTorch or TensorFlow.
  • A solid foundation in AI theory, with experience in at least two of the following technical areas: CNN, RNN/GRU/LSTM, Transformer, GNN, Diffusion, Imitative Learning, Reinforcement Learning.
  • Passion for the autonomous driving industry, with excellent communication skills and a strong sense of teamwork.


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