Pony.ai

高级研发工程师(自动驾驶OMS方向)-广州

Pony.ai  •  Onsite  •  3 months ago
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Job Description

高级研发工程师(自动驾驶OMS方向)-广州广州全职职位描述岗位职责
架构设计与演进:负责 OMS 后台业务系统及数据中台的整体架构设计,攻克系统可靠性及海量视频数据链路稳定性的技术难题。
云端服务开发:设计并实现高性能、可扩展的微服务架构,支撑百万级车辆的并发接入,优化系统资源利用率。
模型工程化落地:负责 OMS 算法(如疲劳监测、遗留物检测、行为识别等)在车端的部署优化,提升推理效率。
性能调优:主导系统性能瓶颈排查,优化模型量化、算子实现及数据预处理流程,确保低延迟与高吞吐。
数据闭环构建:构建高可靠的消息队列与分布式存储系统,打通从车端触发采样到云端模型迭代的自动驾驶数据闭环。职位要求任职要求
学历与经验:计算机或相关专业本科及以上,5 年以上后端开发或 AI 工程化经验。
核心开发能力:精通 Python / C++ / Java等任一门开发语言,具备严谨的代码习惯及深厚的 Linux 系统底层开发功底。
分布式专家:深入理解分布式一致性、缓存、消息队列原理,具备大规模(百万级 QPS)或海量数据处理系统设计经验。
AI 框架熟悉度:熟悉 PyTorch 或 TensorFlow,能理解常见视觉模型(CNN/Transformer)结构及算子原理,配合算法同学优化训练到推理的衔接。 投递
Pony.ai

About Pony.ai

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.

Industry
IT & Software
Company Size
501-1,000 employees
Headquarters
Fremont, California
Year Founded
2016
Website
pony.ai
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