
AI Planning Expert_XC
About the role
Do you want beneficial technologies being shaped by your ideas? Whether in the areas of mobility solutions, consumer goods, industrial technology or energy and building technology - with us, you will have the chance to improve quality of life all across the globe. Welcome to Bosch.
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Responsible for the design and coding of AI Planning models.
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Responsible for creating training datasets, including mining real vehicle data and constructing simulation data.
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Responsible for the design and coding of preprocessing and postprocessing for AI Planning models.
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Responsible for the evaluation of AI Planning models, including open-loop and closed-loop evaluations in both simulations and real-world vehicle tests.
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Master’s or PhD degree from a well-known domestic or international university in Computer Science, Artificial Intelligence, Software Engineering, Automation, Vehicle Engineering, Mechatronics, Electronic Engineering, or related fields, with more than 3 years of work experience.
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Strong programming skills, familiar with C++ and Python, and proficient in frameworks like Py Torch or Tensor Flow; familiar with common data structures.
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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, etc.
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Passionate about the autonomous driving industry, with good communication skills and a strong sense of teamwork.
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Bonus points: Experience in end-to-end autonomous driving R&D.
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Bonus points: Experience in the mass production of advanced intelligent driving systems.
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Bonus points: Publications in top AI conferences/journals (e.g., CVPR, ICLR, NeurIPS, ICML, etc.).
Required skills
Python
PyTorch
TensorFlow
About Bosch
Shanghai
Headquarters