AI Planning Expert_XC
Core
Design, code, and evaluate AI planning models for end-to-end autonomous driving solutions, utilizing real vehicle data and simulations.
Role type
Senior AI Planning Algorithm Expert
Builds
End-to-end autonomous driving software architecture and production-ready planning models
Domain
Autonomous driving / Intelligent transportation systems
Deliverable
production ML models | product features
Required skills
C++, Python, PyTorch, TensorFlow, CNN, RNN/GRU/LSTM, Transformer, GNN, Diffusion, Imitative Learning, Reinforcement Learning, data mining, simulation construction, preprocessing, postprocessing, open-loop evaluation, closed-loop evaluation
Preferred skills
End-to-end autonomous driving R&D experience, mass production of advanced intelligent driving systems, publications in top AI conferences
Technologies
C++, Python, PyTorch, TensorFlow
Responsibilities
Design and code AI planning models; create training datasets from real vehicle data and simulations; design preprocessing and postprocessing workflows; evaluate models in simulations and real-world tests; contribute to PnC software architecture design
Seniority
Senior, hands-on IC