Algorithm Expert
Core
Lead end-to-end autonomous driving model design, implementation, and optimization covering perception, prediction, decision-making, and planning, integrating generative AI technologies.
Role type
Senior IC algorithm expert (autonomous driving)
Builds
Next-generation E2E autonomous driving models for commercial vehicles
Domain
Autonomous driving / Robotics
Deliverable
production ML models
Required skills
Deep learning, Reinforcement Learning, Imitation Learning, Model inference optimization, Model compression, Quantization, Python, C++, PyTorch, TensorFlow
Preferred skills
Generative AI (VLM/VLA/LLM/Diffusion), TensorRT, ONNX Runtime, vLLM, Top-tier AI conference publications
Technologies
PyTorch, TensorFlow, TensorRT, ONNX Runtime, vLLM
Responsibilities
Design and optimize end-to-end autonomous driving models, develop generative AI solutions, accelerate model inference for embedded platforms, build data pipelines and evaluation metrics, collaborate on model integration and deployment, research frontier technologies like RL
Seniority
Senior, hands-on IC