Base Salary
$124k - $210k/yr
Responsibilities
- Architect and drive the technological evolution of next-generation synthetic data and Digital World generation systems for large-scale model training, simulation, and evaluation.
- Build Digital City, Digital Twin, World Model, virtual-world generation, and closed-loop simulation capabilities.
- Develop 3D/4D scene reconstruction and spatial modeling systems, including multi-view reconstruction, Gaussian Splatting, NeRF, SLAM/SfM, and spatiotemporal scene modeling.
- Build synthetic data production engines for perception, prediction, planning, VLA, and robot model training.
- Apply Generative AI, Diffusion, World Model, and Physics Simulation technologies to simulation and data generation.
- Develop Digital City simulation capabilities for scenario reproduction, playback verification, long-tail problem mining, and automated evaluation.
- Collaborate with autonomous driving, robotics, simulation platform, data infrastructure, and training platform teams.
- Define synthetic data quality standards and evaluation systems covering authenticity, diversity, generalization, and Sim2Real performance.
- Build and platformize the synthetic data team and technology stack for large-scale production deployment.
Requirements
- Master's degree or above in Computer Science, Artificial Intelligence, Robotics, Computer Vision, Computer Graphics, or a related field.
- R&D experience in synthetic data, simulation systems, 3D vision, neural rendering, embodied intelligence, or related areas.
- In-depth knowledge of 3D reconstruction and spatial modeling, including SfM, SLAM, NeRF, Gaussian Splatting, Differentiable Rendering, and Photogrammetry.
- Relevant project experience in Digital Twin, Digital City, simulation platforms, or large-scale virtual scene generation is preferred.
- Familiarity with multimodal large models, World Model, Generative AI, Diffusion, Reinforcement Learning, and data-driven model training systems.
- R&D experience with large-scale distributed systems, data generation platforms, or high-performance rendering systems.
- Familiarity with Unreal Engine, Unity, Omniverse, physics simulation engines, or graphics rendering pipelines is preferred.
- Excellent system architecture, cross-team collaboration, and complex project delivery capabilities.
- Demonstrated interest and technical exploration ability in embodied intelligence, World Model, and Digital World generation.
Benefits
- Supportive and engaging work environment
- Infrastructure and computational resources
- Opportunity to work with cutting-edge technologies and leading experts
- Opportunity to contribute to autonomous driving and transportation innovation
- Snacks, lunches, dinners, and fun activities
Tech Stack
Categories
About XPENG
XPENG is a leading Chinese Smart EV company that designs, develops, manufactures, and markets Smart EVs that appeal to the large and growing base of technology-savvy middle-class consumers. Its mission is to drive Smart EV transformation with technology and data, shaping the mobility experience of the future. In order to optimize its customers’ mobility experience, XPeng develops in-house its full-stack advanced driver-assistance system technology and in-car intelligent operating system, as well as core vehicle systems including powertrain and the electrical/electronic architecture. XPeng is headquartered in Guangzhou, China. In 2021, the Company established its European headquarters in Amsterdam, along with other dedicated offices in Copenhagen, Munich, Oslo, and Stockholm.The Company’s Smart EVs are mainly manufactured at its plant in Zhaoqing and Guangzhou，Guangdong province. For more information, please visit https://www.xpeng.com/