Pony.ai

感知算法实习生-广州

Pony.ai  •  Onsite  •  21 hours ago
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Job Description

感知算法实习生-广州
广州
实习
职位描述
1. 负责基于相机(Camera)、激光雷达(LiDAR)及多模态融合的感知算法研发与优化,研究方向包括但不限于目标检测、语义/实例分割、目标跟踪、占据(occupancy)预测与三维重建等。
2. 跟踪并探索 Gaussian Splatting、self‑supervised learning(自监督学习)等前沿技术,评估并研究其在感知与占据预测等任务中的应用,关注算法的实时性与边缘端推理性能优化。
3. 探索基于 Gaussian Splatting 与自监督学习的感知能力提升方案,推动模型在实际场景中的工程化落地与性能验证。
职位要求
1. 计算机或相关专业本科以上学历;
2. 熟练掌握深度学习及计算机视觉相关的基本算法;
3. 熟悉基于CNN的图像检测、跟踪、识别等算法流程;
4. 优秀的编程能力,熟悉C/C++或Python;
5. 有较强的独立解决问题能力,学习能力及沟通能力;
若能满足如下条件的其中一个,会适当加分:
1. 有较强的研究能力优先,如发表过第一作者CCF A类会议或期刊等论文;
2. 熟悉某种深度学习框架,如Pytorch等,对深度学习有深入的了解;
3. 熟悉并行计算或cuda编程,或图像处理方面经验的优先;
4. 在自动驾驶行业有实习经验;
5. 能实习6个月及以上。
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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