Pony.ai

算法实习生-红绿灯/小物体感知-6个月

Pony.ai  •  Onsite  •  27 days ago
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Job Description

算法实习生-红绿灯/小物体感知-6个月北京实习职位描述1. 负责红绿灯或者路面异常障碍物的多模态模型算法开发,工作方向包括3D检测/BEV/OCC;
2. 探索MLLM多模态大模型在云端场景下的红绿灯和路面异常障碍物的微调训练,包括不限于SFT, CoT和GRPO等微调技术;
3. 检测模型新的技术延伸探索,包括开集检测、无NMS的DETR-like的端到端检测方法,3D GS在检测上的应用等;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. 优秀的编程能力,熟悉Python, Torch以及大模型相关的开源框架;
4. 有较强的独立解决问题能力,学习能力及沟通能力;
5. 至少实习5个月;
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. 有3D检测/BEV/OCC/3D GS等方面的经验;
3. 有大模型微调方面的经验,掌握模型训练或者微调的全链路工作,包括数据生成,模型训练和模型部署;
4. 有Diffusion或者Depth Predction等方面的工作经验;
5. 在自动驾驶行业有实习经验。 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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