Pony.ai

软件工程师 - 决策与路径规划,端到端后处理

Pony.ai  •  Shanghai, CN / Beijing, CN (Onsite)  •  5 months ago
Apply
AI can make mistakes so check important info. Chat history is never stored.

Job Description

软件工程师 - 决策与路径规划,端到端后处理上海、北京全职职位描述团队负责根据道路、周围环境、其他车辆行人等实时交通情况,决定自动驾驶车辆如何行驶,是自动驾驶中最核心的团队之一。负责以下工作中的一项或几项:
1. 高性能、高可靠性的 L4 自动驾驶 Planning 算法架构设计、算法与系统开发;
2. 对端到端模型结果进行优化和兜底,通过后处理确保车辆行为安全可控,实现不依赖高精地图、满足L4能力与要求的自动驾驶系统;
3. 使用较低算力和部分传感器与端到端技术,实现满足L4能力与要求的冗余系统;
4. 路测大数据分析处理架构设计与系统开发;
5. 仿真平台开发,基于海量路测数据,使仿真平台更符合真实路测场景;职位要求1. 优秀的编程能力,熟悉C、C++、Python、Java等主流编程语言中的至少一种,熟悉常用的数据结构与算法;
2. 优秀的沟通与协作能力;
3. 优秀的问题转化与建模能力,需要创新性的思维解决全行业都没有解决过的有挑战的问题。
加分项: 会开车 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
Social Media