大模型算法工程师 - 广州/北京
北京、广州
全职
职位描述
岗位职责 1. 行为预测前沿算法研发: 参与研发下一代端到端或基于大语言模型(LLM)的社会车/行人意图与轨迹预测算法,应对极其复杂的博弈与交互场景; 2. 多模态大模型落地 (Issue Triage): 探索并应用多模态大模型(如视频+点云+文本序列),针对海量路测接管 Case 进行智能分析与自动化诊断(Issue Triage),挖掘并提炼长尾场景(Corner Cases),加速数据闭环; 3. AI Agent 智能体构建: 开发基于大模型的 AI Agent 框架,用于自动化场景仿真、数据自动标注、多智能体交互演练及模型效果的自动化评估; 4. 模型优化与部署: 参与端到端模型或大模型在自动驾驶链路中的微调(SFT/RLHF)、推理加速与轻量化部署,确保算法在实际业务中的高效流转。
职位要求
投递

Pony AI Inc. (“Pony.ai”) is a global leader in the large-scale commercialization of autonomous mobility.
Leveraging its vehicle-agnostic Virtual Driver technology, full-stack autonomous driving technology that seamlessly integrates its proprietary software, hardware, and services, Pony.ai is developing a commercially viable and sustainable business model that enables the mass production and deployment of vehicles across transportation use cases.
Founded in 2016, Pony.ai has expanded its presence across China, Europe, East Asia, the Middle East, and other regions, ensuring widespread accessibility to its advanced technology.
Pony.ai is among the first in China to obtain licenses to operate fully driverless vehicles in all four Tier-1 cities in China (Beijing, Guangzhou, Shanghai, Shenzhen) and has begun to offer public-facing, fare-charging robotaxi services without safety drivers in Beijing, Guangzhou and Shenzhen. Pony.ai operates a fleet consisting of over 250 robotaxis.
To date, Pony.ai has driven nearly 45 million autonomous testing and operation kilometers on open roads worldwide.