Pony.ai

Map算法实习生 - 多模态大模型和静态元素感知模型研发

Pony.ai  •  Onsite  •  1 month ago
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Job Description

Map算法实习生 - 多模态大模型和静态元素感知模型研发广州、北京、上海实习职位描述基于点云、图片、语义等多模态数据,创建高精度地图自动标注agent,包括但不限于agent搭建、强化学习、VLM model training等工作职位要求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agent构建逻辑,对深度学习有深入了解和工作热情;
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. 熟悉大模型SFT、LORA、PO类算法优先;
2. 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;
3. 熟悉并行计算或cuda编程,或图像处理方面经验的优先;
4. 具备高精地图算法和量产地图工程实现相关开发经验;
5. 具备一定的计算几何功底。 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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