Pony.ai

算法实习生 - 端到端模型

Pony.ai  •  Onsite  •  27 days ago
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Job Description

算法实习生 - 端到端模型北京实习职位描述AI团队致力于探索前沿的人工智能技术,打造通用、高效的端到端自动驾驶解决方案,并将其在跨平台的L4 Robotaxi与量产车上进行部署。我们欢迎对AI技术充满热情、敢于挑战自己,并能脚踏实地,将前沿技术付诸于实践、创造价值的同学。
在这个岗位上,你将能:
1. 学习行业前沿的深度学习技术;
2. 与技术大牛进行深入的思维碰撞;
3. 在深度模型与算法的结合上创造新的火花;
4. 让你的技术方案在行业顶尖的L4全无人车辆上进行部署;职位要求职位要求
1. 计算机相关专业本科以上学历;
2. 熟练掌握Python/C++,具备良好的工程能力和严谨的编程习惯;
3. 对深度学习技术充满热情,能够对前沿技术建立自己的知识体系和深入理解,有从零到一构建模型的经验;
4. 具备持续学习和自主钻研精神;
5.能长期实习6个月及以上优先
方向一:算法工程师 - AI团队 - 端到端感知//Foundation Model
加分项
1. 有BEV、多传感器融合、视频理解、检测、分割、跟踪、多任务训练、模型结构设计等相关领域的工作或研究经历;
2. 在机器学习/计算机视觉相关的高水平学术会议上发表过论文;
3. 具备出色的算法能力,在ACM/NOI/IOI等算法赛事上取得过名次;
4. 有受到认可的开源项目开发经验;
方向二:算法工程师 - AI团队 - 端到端决策规划/世界模型
加分项
1. 有深度决策模型、轨迹规划/预测、模仿学习、生成模型、强化学习等相关领域的工作或研究经历;
2. 具备出色的算法能力,在ACM/NOI/IOI等算法赛事上取得过名次;
3. 在机器学习/计算机视觉相关的高水平学术会议上发表过论文;
4. 有受到认可的开源项目开发经验。 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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